From caee45fed406d412982c3d26fb2b9c8d673492ae Mon Sep 17 00:00:00 2001
From: moe-berri <moe@berri.ai>
Date: Fri, 2 Oct 2026 23:01:43 -0700
Subject: [PATCH] feat(roi): add GitLab sources and branch cost attribution
 (#44324)

* feat(roi): support GitLab and tagged branch costs

* fix(roi): count tagged branches independently of estimation status

* test(roi): capture live GitHub and GitLab report validation

* fix(roi): open estimate details at the start

* fix(roi): clarify cost views and unify report layout

* feat(roi): showcase per-PR costs in the sample report

* fix(roi): separate report tabs and preserve branch cost attribution

* fix(roi): preserve demo previews and align progress spacing

* fix(roi): isolate demo loading and parallelize fork lookups

Preserve active sync status when source changes finish saving, keep live reports available when demo requests fail, and cover each review regression

* fix(roi): separate demo and live loading states

Clear the demo URL on fallback, wait for live requests on exit, and retain request errors until the corresponding operation recovers

* fix(roi): ignore refreshes from a previous source

* fix: trust gateway context for ROI estimator exclusion

* fix: preserve historical ROI estimator exclusion
---
 .../after-github.jpg                          | Bin 0 -> 79188 bytes
 .../after-gitlab-detail-top.jpg               | Bin 0 -> 80621 bytes
 .../after-gitlab-detail.jpg                   | Bin 0 -> 62838 bytes
 .../after-gitlab.jpg                          | Bin 0 -> 88232 bytes
 .../before-github.jpg                         | Bin 0 -> 76521 bytes
 .../demo-exit-loading.jpg                     | Bin 0 -> 41173 bytes
 .../demo-fallback-live.jpg                    | Bin 0 -> 90390 bytes
 .../demo-overview.jpg                         | Bin 0 -> 97123 bytes
 .../demo-people.jpg                           | Bin 0 -> 98109 bytes
 .../demo-pr-costs.jpg                         | Bin 0 -> 96764 bytes
 .../demo-pr-detail.jpg                        | Bin 0 -> 71286 bytes
 .../demo-preview-link.jpg                     | Bin 0 -> 83638 bytes
 .../demo-with-live-errors.jpg                 | Bin 0 -> 83634 bytes
 .../source-race-after.jpg                     | Bin 0 -> 65116 bytes
 .../source-race-before.jpg                    | Bin 0 -> 91944 bytes
 litellm/proxy/_lazy_openapi_snapshot.json     | 204 +++++
 litellm/proxy/_types.py                       |   1 +
 litellm/proxy/litellm_pre_call_utils.py       |   5 +
 .../roi_calculator_endpoints.py               | 135 +++-
 litellm/proxy/roi_calculator/analytics.py     |  31 +-
 litellm/proxy/roi_calculator/branch_spend.py  |  81 ++
 litellm/proxy/roi_calculator/estimator.py     |   7 +-
 litellm/proxy/roi_calculator/github.py        |  11 +
 litellm/proxy/roi_calculator/gitlab.py        | 267 +++++++
 litellm/proxy/roi_calculator/pull_cache.py    |  12 +-
 litellm/proxy/roi_calculator/sample.py        |  21 +-
 litellm/proxy/roi_calculator/source.py        |  33 +
 litellm/proxy/roi_calculator/sync.py          |  89 ++-
 .../spend_tracking/spend_tracking_utils.py    |   3 +
 litellm/types/roi_calculator.py               |  94 ++-
 .../spend/test_roi_branch_spend.py            |  79 ++
 .../test_roi_calculator_endpoints.py          | 159 +++-
 .../proxy/roi_calculator/test_analytics.py    |  42 +
 .../proxy/roi_calculator/test_branch_spend.py |  32 +
 .../unit/proxy/roi_calculator/test_gitlab.py  | 281 +++++++
 tests/unit/proxy/roi_calculator/test_sync.py  | 113 ++-
 .../test_spend_tracking_utils.py              |  18 +
 .../_components/ROICalculatorDialogs.tsx      |  63 +-
 .../ROICalculatorView.integration.test.tsx    | 377 ++++++++-
 .../_components/ROICalculatorView.tsx         | 283 +++++--
 .../_components/ROICalculatorViews.tsx        | 736 ++++++++++++------
 .../_components/ROISettingsPanel.tsx          | 248 +++---
 .../_components/roiCalculatorData.test.ts     |  24 +-
 .../_components/roiCalculatorData.ts          |  32 +-
 ui/litellm-dashboard/src/lib/http/schema.d.ts | 106 +++
 45 files changed, 3042 insertions(+), 545 deletions(-)
 create mode 100644 .github/assets/roi-calculator-integrations/after-github.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/after-gitlab-detail-top.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/after-gitlab-detail.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/after-gitlab.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/before-github.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/demo-exit-loading.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/demo-fallback-live.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/demo-overview.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/demo-people.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/demo-pr-costs.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/demo-pr-detail.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/demo-preview-link.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/demo-with-live-errors.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/source-race-after.jpg
 create mode 100644 .github/assets/roi-calculator-integrations/source-race-before.jpg
 create mode 100644 litellm/proxy/roi_calculator/branch_spend.py
 create mode 100644 litellm/proxy/roi_calculator/gitlab.py
 create mode 100644 litellm/proxy/roi_calculator/source.py
 create mode 100644 tests/integration/spend/test_roi_branch_spend.py
 create mode 100644 tests/unit/proxy/roi_calculator/test_branch_spend.py
 create mode 100644 tests/unit/proxy/roi_calculator/test_gitlab.py

diff --git a/.github/assets/roi-calculator-integrations/after-github.jpg b/.github/assets/roi-calculator-integrations/after-github.jpg
new file mode 100644
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HcmV?d00001

diff --git a/litellm/proxy/_lazy_openapi_snapshot.json b/litellm/proxy/_lazy_openapi_snapshot.json
index 727ecb235bb..5b3736d22a9 100644
--- a/litellm/proxy/_lazy_openapi_snapshot.json
+++ b/litellm/proxy/_lazy_openapi_snapshot.json
@@ -48960,6 +48960,121 @@
           "title": "HTTPValidationError",
           "type": "object"
         },
+        "ROIBranchAttribution": {
+          "properties": {
+            "branch": {
+              "title": "Branch",
+              "type": "string"
+            },
+            "repo": {
+              "title": "Repo",
+              "type": "string"
+            },
+            "requests": {
+              "default": 0,
+              "title": "Requests",
+              "type": "integer"
+            },
+            "spend": {
+              "anyOf": [
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "title": "Spend"
+            },
+            "status": {
+              "default": "unattributed",
+              "enum": [
+                "matched",
+                "unattributed",
+                "ambiguous",
+                "unavailable"
+              ],
+              "title": "Status",
+              "type": "string"
+            }
+          },
+          "required": [
+            "repo",
+            "branch"
+          ],
+          "title": "ROIBranchAttribution",
+          "type": "object"
+        },
+        "ROIBranchMetrics": {
+          "properties": {
+            "cost_per_hour": {
+              "anyOf": [
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "title": "Cost Per Hour"
+            },
+            "hours": {
+              "default": 0,
+              "title": "Hours",
+              "type": "number"
+            },
+            "matched_pulls": {
+              "default": 0,
+              "title": "Matched Pulls",
+              "type": "integer"
+            },
+            "spend": {
+              "default": 0,
+              "title": "Spend",
+              "type": "number"
+            },
+            "total_tagged_spend": {
+              "default": 0,
+              "title": "Total Tagged Spend",
+              "type": "number"
+            },
+            "unlinked_spend": {
+              "default": 0,
+              "title": "Unlinked Spend",
+              "type": "number"
+            }
+          },
+          "title": "ROIBranchMetrics",
+          "type": "object"
+        },
+        "ROIBranchSpend": {
+          "properties": {
+            "branch": {
+              "title": "Branch",
+              "type": "string"
+            },
+            "repo": {
+              "title": "Repo",
+              "type": "string"
+            },
+            "requests": {
+              "title": "Requests",
+              "type": "integer"
+            },
+            "spend": {
+              "title": "Spend",
+              "type": "number"
+            }
+          },
+          "required": [
+            "repo",
+            "branch",
+            "spend",
+            "requests"
+          ],
+          "title": "ROIBranchSpend",
+          "type": "object"
+        },
         "ROIEstimateResponse": {
           "properties": {
             "cached": {
@@ -49261,6 +49376,9 @@
               "title": "Additions",
               "type": "integer"
             },
+            "branch_cost": {
+              "$ref": "#/components/schemas/ROIBranchAttribution"
+            },
             "cache_key": {
               "anyOf": [
                 {
@@ -49334,6 +49452,16 @@
               "title": "Repo",
               "type": "string"
             },
+            "source_branch": {
+              "default": "",
+              "title": "Source Branch",
+              "type": "string"
+            },
+            "source_repo": {
+              "default": "",
+              "title": "Source Repo",
+              "type": "string"
+            },
             "title": {
               "title": "Title",
               "type": "string"
@@ -49463,6 +49591,11 @@
               "title": "Github Api Url",
               "type": "string"
             },
+            "gitlab_api_url": {
+              "default": "https://gitlab.com/api/v4",
+              "title": "Gitlab Api Url",
+              "type": "string"
+            },
             "has_estimator_key": {
               "title": "Has Estimator Key",
               "type": "boolean"
@@ -49471,6 +49604,11 @@
               "title": "Has Github Token",
               "type": "boolean"
             },
+            "has_gitlab_token": {
+              "default": false,
+              "title": "Has Gitlab Token",
+              "type": "boolean"
+            },
             "identity_map": {
               "additionalProperties": {
                 "type": "string"
@@ -49489,6 +49627,15 @@
               "title": "Repos",
               "type": "array"
             },
+            "source_provider": {
+              "default": "github",
+              "enum": [
+                "github",
+                "gitlab"
+              ],
+              "title": "Source Provider",
+              "type": "string"
+            },
             "update_interval_minutes": {
               "title": "Update Interval Minutes",
               "type": "number"
@@ -49582,6 +49729,28 @@
               ],
               "title": "Github Token"
             },
+            "gitlab_api_url": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "title": "Gitlab Api Url"
+            },
+            "gitlab_token": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "title": "Gitlab Token"
+            },
             "repos": {
               "anyOf": [
                 {
@@ -49596,6 +49765,21 @@
               ],
               "title": "Repos"
             },
+            "source_provider": {
+              "anyOf": [
+                {
+                  "enum": [
+                    "github",
+                    "gitlab"
+                  ],
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "title": "Source Provider"
+            },
             "update_interval_minutes": {
               "anyOf": [
                 {
@@ -49615,6 +49799,9 @@
         },
         "ROISummaryResponse": {
           "properties": {
+            "branch_metrics": {
+              "$ref": "#/components/schemas/ROIBranchMetrics"
+            },
             "effort_basis": {
               "anyOf": [
                 {
@@ -49677,6 +49864,15 @@
               "title": "Repos",
               "type": "array"
             },
+            "source_provider": {
+              "default": "github",
+              "enum": [
+                "github",
+                "gitlab"
+              ],
+              "title": "Source Provider",
+              "type": "string"
+            },
             "start": {
               "title": "Start",
               "type": "string"
@@ -49692,6 +49888,14 @@
               "title": "Trend",
               "type": "array"
             },
+            "unlinked_branches": {
+              "default": [],
+              "items": {
+                "$ref": "#/components/schemas/ROIBranchSpend"
+              },
+              "title": "Unlinked Branches",
+              "type": "array"
+            },
             "warnings": {
               "items": {
                 "type": "string"
diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index 59302e9f08e..0abec51cc49 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -4214,6 +4214,7 @@ class SpendLogsMetadata(TypedDict):
     vector_store_request_metadata: list[StandardLoggingVectorStoreRequest] | None
     routing_decision: StandardLoggingRoutingDecision | None
     internal_call_origin: InternalCallOrigin | None
+    litellm_roi_estimator: ReadOnly[NotRequired[bool | None]]
     guardrail_information: list[StandardLoggingGuardrailInformation] | None
     eval_information: Any | None
     status: StandardLoggingPayloadStatus
diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py
index a809f53aa85..152438d0573 100644
--- a/litellm/proxy/litellm_pre_call_utils.py
+++ b/litellm/proxy/litellm_pre_call_utils.py
@@ -339,6 +339,7 @@ _UNTRUSTED_METADATA_CONTROL_FIELDS: Final = (
     ROUTING_REQUEST_TAGS_METADATA_KEY,
     INTERNAL_CALL_ORIGIN_METADATA_KEY,
     "standard_logging_object",
+    "litellm_roi_estimator",
     "proxy_server_request",
     "secret_fields",
     "_guardrail_pipelines",
@@ -2565,6 +2566,10 @@ async def add_litellm_data_to_request(
         user_api_key_dict=user_api_key_dict,
     )
 
+    data[_metadata_variable_name]["litellm_roi_estimator"] = (
+        getattr(request.state, "litellm_roi_estimator", False) is True
+    )
+
     verbose_proxy_logger.debug("[PROXY] returned data from litellm_pre_call_utils: %s", data)
 
     # Team/Project credential overrides from model_config
diff --git a/litellm/proxy/management_endpoints/roi_calculator_endpoints.py b/litellm/proxy/management_endpoints/roi_calculator_endpoints.py
index 7d214a7a075..728f41d7c2a 100644
--- a/litellm/proxy/management_endpoints/roi_calculator_endpoints.py
+++ b/litellm/proxy/management_endpoints/roi_calculator_endpoints.py
@@ -3,7 +3,12 @@ from datetime import date, datetime, timedelta, timezone
 from enum import Enum
 from functools import lru_cache
 from types import MappingProxyType
-from typing import Annotated, Final, Literal
+from typing import (
+    Annotated,
+    Final,
+    Literal,
+    cast,  # noqa: TID251  # PrismaWrapper dynamically delegates database methods
+)
 
 import httpx
 from apscheduler.schedulers.asyncio import (  # pyright: ignore[reportMissingTypeStubs]  # no upstream stubs
@@ -11,6 +16,7 @@ from apscheduler.schedulers.asyncio import (  # pyright: ignore[reportMissingTyp
 )
 from fastapi import APIRouter, Depends, FastAPI, HTTPException, Query
 from pydantic import BaseModel, ConfigDict, Field, SecretStr, TypeAdapter, ValidationError
+from starlette.types import Receive, Scope, Send
 
 from litellm.llms.custom_httpx.http_handler import (
     AsyncHTTPHandler,
@@ -20,13 +26,22 @@ from litellm.proxy._types import CommonProxyErrors, LitellmUserRoles, UserAPIKey
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 from litellm.proxy.common_utils.encrypt_decrypt_utils import decrypt_value_helper, encrypt_value_helper
 from litellm.proxy.roi_calculator.analytics import normalize_email, summarize
+from litellm.proxy.roi_calculator.branch_spend import BranchSpendDatabase, read_branch_spend
 from litellm.proxy.roi_calculator.estimator import CompletionCaller, EstimatorModel
-from litellm.proxy.roi_calculator.github import GitHub, SourceError
-from litellm.proxy.roi_calculator.sync import SpendReader, SyncManager, read_spend, spend_prisma_client
+from litellm.proxy.roi_calculator.github import SourceError
+from litellm.proxy.roi_calculator.source import create_source
+from litellm.proxy.roi_calculator.sync import (
+    BranchSpendReader,
+    SpendReader,
+    SyncManager,
+    read_spend,
+    spend_prisma_client,
+)
 from litellm.proxy.roi_calculator.sync_store import SyncStore
 from litellm.repositories.config_repository import ConfigRepository
 from litellm.types.roi_calculator import (
     DEFAULT_PROMPT,
+    ROIBranchSpend,
     ROICompletionRequest,
     ROIIdentityMapResponse,
     ROIIdentityMapUpdate,
@@ -40,6 +55,7 @@ from litellm.types.roi_calculator import (
     ROISpendRecord,
     ROISummaryResponse,
     ROISyncStatus,
+    normalize_source_login,
 )
 
 router: Final = APIRouter()
@@ -52,6 +68,9 @@ _ROI_TAGS: Final[list[str | Enum]] = ["roi calculator"]  # mutable-ok: FastAPI r
 class _StoredSettings(BaseModel):
     model_config = ConfigDict(extra="ignore")
 
+    source_provider: Literal["github", "gitlab"] = "github"
+    gitlab_api_url: str = "https://gitlab.com/api/v4"
+    gitlab_token: str = ""
     github_api_url: str = "https://api.github.com"
     github_token: str = ""
     estimator_key: str = ""
@@ -181,6 +200,11 @@ async def _load_settings(repository: ConfigRepository) -> ROISettings:
     token: Final = decrypt_value_helper(stored.github_token, _SETTINGS_KEY) if stored.github_token else ""
     try:
         return ROISettings(
+            source_provider=stored.source_provider,
+            gitlab_api_url=stored.gitlab_api_url,
+            gitlab_token=SecretStr(decrypt_value_helper(stored.gitlab_token, _SETTINGS_KEY) or "")
+            if stored.gitlab_token
+            else SecretStr(""),
             github_api_url=stored.github_api_url,
             github_token=SecretStr(token or ""),
             estimator_key=SecretStr(decrypt_value_helper(stored.estimator_key, _SETTINGS_KEY) or "")
@@ -202,8 +226,12 @@ async def _save_settings(
     settings: ROISettings,
     encrypted_token: str,
     encrypted_estimator_key: str,
+    encrypted_gitlab_token: str = "",
 ) -> None:
     stored: Final = _StoredSettings(
+        source_provider=settings.source_provider,
+        gitlab_api_url=settings.gitlab_api_url,
+        gitlab_token=encrypted_gitlab_token,
         github_api_url=settings.github_api_url,
         github_token=encrypted_token,
         estimator_key=encrypted_estimator_key,
@@ -217,19 +245,28 @@ async def _save_settings(
     await repository.set_param(_SETTINGS_KEY, stored.model_dump(mode="json"))
 
 
-async def _load_report(repository: ConfigRepository) -> ROIReport | None:
+async def _load_report(repository: ConfigRepository, settings: ROISettings) -> ROIReport | None:
     parameter: Final = await repository.get_param(_REPORT_KEY)
-    if parameter is None:
+    if parameter is None or parameter.param_value is None:
         return None
     try:
-        return TypeAdapter(ROIReport).validate_python(parameter.param_value)
+        report: Final = TypeAdapter(ROIReport).validate_python(parameter.param_value)
     except ValidationError:
         raise HTTPException(status_code=500, detail="Stored ROI Calculator report is invalid.") from None
+    if (
+        report.get("source_provider", "github") != settings.source_provider
+        or report.get("source_api_url", settings.github_api_url) != settings.source_api_url
+    ):
+        return None
+    return report
 
 
 def _public_settings(settings: ROISettings) -> ROISettingsResponse:
     models: Final = _router_models()
     return ROISettingsResponse(
+        source_provider=settings.source_provider,
+        gitlab_api_url=settings.gitlab_api_url,
+        has_gitlab_token=bool(settings.gitlab_token.get_secret_value()),
         github_api_url=settings.github_api_url,
         repos=settings.repos,
         estimator_model=settings.estimator_model,
@@ -267,7 +304,14 @@ def _gateway_http_client() -> AsyncHTTPHandler:
 
 @lru_cache(maxsize=1)
 def _gateway_transport(app: FastAPI) -> httpx.ASGITransport:
-    return httpx.ASGITransport(app=app)
+    async def estimator_request(scope: Scope, receive: Receive, send: Send) -> None:
+        await app(
+            {**scope, "state": {**scope.get("state", {}), "litellm_roi_estimator": True}},
+            receive,
+            send,
+        )
+
+    return httpx.ASGITransport(app=estimator_request)
 
 
 def _completion_caller(settings: ROISettings) -> CompletionCaller:
@@ -317,6 +361,21 @@ def _spend_reader(repository: ConfigRepository) -> SpendReader:
     return get_spend
 
 
+def _branch_spend_reader(repository: ConfigRepository, settings: ROISettings) -> BranchSpendReader:
+    async def get_spend(start: date, end: date, repos: tuple[str, ...]) -> tuple[ROIBranchSpend, ...]:
+        return await read_branch_spend(
+            cast(  # cast-ok: PrismaWrapper delegates methods dynamically
+                BranchSpendDatabase, repository.prisma_client.db
+            ),
+            start,
+            end,
+            repos,
+            casefold_repo=settings.source_provider == "github",
+        )
+
+    return get_spend
+
+
 @router.get(
     "/roi-calculator/settings",
     response_model=ROISettingsResponse,
@@ -343,8 +402,26 @@ async def update_roi_calculator_settings(
     current: Final = await _load_settings(repository)
     if "github_api_url" in patch.model_fields_set and patch.github_api_url is None:
         raise HTTPException(status_code=422, detail="GitHub API URL cannot be null.")
+    if "gitlab_api_url" in patch.model_fields_set and patch.gitlab_api_url is None:
+        raise HTTPException(status_code=422, detail="GitLab API URL cannot be null.")
+    provider: Final = patch.source_provider or current.source_provider
+    gitlab_url: Final = patch.gitlab_api_url if patch.gitlab_api_url is not None else current.gitlab_api_url
+    gitlab_changed: Final = gitlab_url.rstrip("/") != current.gitlab_api_url.rstrip("/")
+    gitlab_token: Final = (
+        (patch.gitlab_token or "")
+        if "gitlab_token" in patch.model_fields_set
+        else ""
+        if gitlab_changed
+        else current.gitlab_token.get_secret_value()
+    )
+    encrypted_gitlab: Final = (
+        TypeAdapter(str).validate_python(encrypt_value_helper(gitlab_token)) if gitlab_token else ""
+    )
     github_api_url: Final = patch.github_api_url if patch.github_api_url is not None else current.github_api_url
     github_url_changed: Final = github_api_url.rstrip("/") != current.github_api_url.rstrip("/")
+    source_changed: Final = provider != current.source_provider or (
+        gitlab_changed if provider == "gitlab" else github_url_changed
+    )
     token_was_supplied: Final = "github_token" in patch.model_fields_set
     plaintext_token, encrypted_token = (
         (
@@ -368,23 +445,28 @@ async def update_roi_calculator_settings(
     )
     try:
         settings: Final = ROISettings(
+            source_provider=provider,
+            gitlab_api_url=gitlab_url,
+            gitlab_token=SecretStr(gitlab_token),
             github_api_url=github_api_url,
             github_token=SecretStr(plaintext_token),
             estimator_key=SecretStr(estimator_key),
             update_interval_minutes=patch.update_interval_minutes
             if patch.update_interval_minutes is not None
             else current.update_interval_minutes,
-            repos=patch.repos if patch.repos is not None else current.repos,
+            repos=patch.repos if patch.repos is not None else () if source_changed else current.repos,
             estimator_model=(patch.estimator_model if patch.estimator_model is not None else current.estimator_model),
             estimator_prompt=(
                 patch.estimator_prompt if patch.estimator_prompt is not None else current.estimator_prompt
             ),
             backfill_days=(patch.backfill_days if patch.backfill_days is not None else current.backfill_days),
-            identity_map=current.identity_map,
+            identity_map=MappingProxyType({}) if source_changed else current.identity_map,
         )
     except ValidationError as exc:
         raise HTTPException(status_code=422, detail=exc.errors(include_context=False)) from None
-    await _save_settings(repository, settings, encrypted_token, encrypted_estimator_key)
+    await _save_settings(repository, settings, encrypted_token, encrypted_estimator_key, encrypted_gitlab)
+    if source_changed:
+        await repository.set_param(_REPORT_KEY, None)
     return _public_settings(settings)
 
 
@@ -400,7 +482,7 @@ async def get_roi_calculator_repositories(
     query: Annotated[str, Query(max_length=200)] = "",
     page: Annotated[int, Query(ge=1, le=1000)] = 1,
 ) -> ROIRepositoriesResponse:
-    github: Final = GitHub(await _load_settings(repository), transport)
+    github: Final = create_source(await _load_settings(repository), transport)
     try:
         repos, has_more = await github.repositories(query, page)
     except SourceError as exc:
@@ -428,7 +510,7 @@ async def get_roi_calculator_sync_status(
 ) -> ROISyncStatus:
     status: Final = await SyncStore(repository.prisma_client).status() or manager.status
     settings: Final = await _load_settings(repository)
-    report: Final = await _load_report(repository)
+    report: Final = await _load_report(repository, settings)
     next_update: Final = _next_update(settings, status, report)
     return status.model_copy(update=MappingProxyType({"next_update": next_update.isoformat() if next_update else None}))
 
@@ -448,7 +530,7 @@ async def start_roi_calculator_sync(
     settings: Final = await _load_settings(repository)
     public: Final = _public_settings(settings)
     if not public.ready:
-        raise HTTPException(status_code=409, detail="Connect GitHub, select repositories, and choose a router model.")
+        raise HTTPException(status_code=409, detail="Connect a source, select repositories, and choose a router model.")
     if not await manager.start(
         settings,
         repository,
@@ -457,6 +539,7 @@ async def start_roi_calculator_sync(
         transport,
         _router_estimator_models(settings.estimator_model),
         SyncStore(repository.prisma_client),
+        branch_spend_reader=_branch_spend_reader(repository, settings),
     ):
         raise HTTPException(status_code=409, detail="A sync is already running.")
     return manager.status
@@ -493,10 +576,10 @@ async def get_roi_calculator_report(
 
         sample: Final = summarize(sample_report(datetime.now(timezone.utc)), MappingProxyType({}))
         return ROIReportResponse(report=ROISummaryResponse.model_validate(sample))
-    report: Final = await _load_report(repository)
+    settings: Final = await _load_settings(repository)
+    report: Final = await _load_report(repository, settings)
     if report is None:
         return ROIReportResponse(report=None)
-    settings: Final = await _load_settings(repository)
     summary: Final = summarize(report, settings.identity_map)
     return ROIReportResponse(report=ROISummaryResponse.model_validate(summary))
 
@@ -514,15 +597,22 @@ async def update_roi_calculator_identity_map(
     login: Final = update.github_login.strip().casefold()
     current: Final = await _load_settings(repository)
     current_stored: Final = await _load_stored_settings(repository)
+    try:
+        normalize_source_login(login, current.source_provider)
+    except ValueError as exc:
+        raise HTTPException(status_code=422, detail=str(exc)) from None
     new_email: Final = normalize_email(update.email)
     if not login or (update.email is not None and not new_email):
-        raise HTTPException(status_code=422, detail="Enter a GitHub login and a valid email address.")
+        raise HTTPException(status_code=422, detail="Enter a source-control username and a valid email address.")
     identity_map: Final[Mapping[str, str]] = (
         MappingProxyType({key: value for key, value in current.identity_map.items() if key != login})
         if update.email is None
         else MappingProxyType({**current.identity_map, login: new_email})
     )
     settings: Final = ROISettings(
+        source_provider=current.source_provider,
+        gitlab_api_url=current.gitlab_api_url,
+        gitlab_token=current.gitlab_token,
         github_api_url=current.github_api_url,
         github_token=current.github_token,
         estimator_key=current.estimator_key,
@@ -533,8 +623,10 @@ async def update_roi_calculator_identity_map(
         backfill_days=current.backfill_days,
         identity_map=identity_map,
     )
-    await _save_settings(repository, settings, current_stored.github_token, current_stored.estimator_key)
-    report: Final = await _load_report(repository)
+    await _save_settings(
+        repository, settings, current_stored.github_token, current_stored.estimator_key, current_stored.gitlab_token
+    )
+    report: Final = await _load_report(repository, settings)
     summary: Final = summarize(report, settings.identity_map) if report is not None else None
     return ROIIdentityMapResponse(
         report=ROISummaryResponse.model_validate(summary) if summary is not None else None,
@@ -581,7 +673,7 @@ async def run_scheduled_sync() -> None:
         return
     store: Final = SyncStore(prisma_client)
     status: Final = await store.status() or _SYNC_MANAGER.status
-    report: Final = await _load_report(repository)
+    report: Final = await _load_report(repository, settings)
     next_update: Final = _next_update(settings, status, report)
     if next_update is None or next_update > datetime.now(timezone.utc):
         return
@@ -593,6 +685,7 @@ async def run_scheduled_sync() -> None:
         estimator_models=_router_estimator_models(settings.estimator_model),
         coordinator=store,
         scheduled_interval=settings.update_interval_minutes,
+        branch_spend_reader=_branch_spend_reader(repository, settings),
     )
 
 
@@ -607,7 +700,7 @@ async def test_roi_calculator_connections(
     if not public.ready:
         raise HTTPException(status_code=409, detail="Choose repositories and an available estimator model first.")
     await _test_estimator_access(settings)
-    github: Final = GitHub(settings, transport)
+    github: Final = create_source(settings, transport)
     try:
         await github.test_repositories(settings.repos)
     except SourceError as exc:
@@ -643,7 +736,7 @@ async def reset_roi_calculator_setup(
         current: Final = await _load_settings(repository)
         stored: Final = await _load_stored_settings(repository)
         settings: Final = current.model_copy(update=MappingProxyType({"repos": ()}))
-        await _save_settings(repository, settings, stored.github_token, stored.estimator_key)
+        await _save_settings(repository, settings, stored.github_token, stored.estimator_key, stored.gitlab_token)
         await store.clear_report()
         return _public_settings(settings)
     finally:
diff --git a/litellm/proxy/roi_calculator/analytics.py b/litellm/proxy/roi_calculator/analytics.py
index cb3ef46e5a4..7bf469f8936 100644
--- a/litellm/proxy/roi_calculator/analytics.py
+++ b/litellm/proxy/roi_calculator/analytics.py
@@ -3,6 +3,8 @@ from collections.abc import Mapping
 from typing import Final
 
 from litellm.types.roi_calculator import (
+    ROIBranchAttribution,
+    ROIBranchMetrics,
     ROIPersonSummary,
     ROIPullRecord,
     ROIPullSummary,
@@ -53,8 +55,12 @@ def _pull_summary(
     address: str,
     method: str,
     observed: frozenset[str],
+    branch_cost: ROIBranchAttribution,
 ) -> ROIPullSummary:
     return ROIPullSummary(
+        source_repo=pull.get("source_repo", ""),
+        source_branch=pull.get("source_branch", ""),
+        branch_cost=branch_cost,
         repo=pull["repo"],
         number=pull["number"],
         title=pull["title"],
@@ -119,6 +125,9 @@ def _summarize_person(
 
 
 def summarize(report: ROIReport, mappings: Mapping[str, str]) -> ROISummary:
+    from litellm.proxy.roi_calculator.branch_spend import attribute_branches
+
+    branch_costs: Final = attribute_branches(report["pulls"], report.get("branch_spend"))
     complete_scope: Final = not report.get("unavailable_repos", ())
     observed: Final = frozenset(
         normalized for normalized in (normalize_email(row["email"]) for row in report["spend"]) if normalized
@@ -143,7 +152,8 @@ def summarize(report: ROIReport, mappings: Mapping[str, str]) -> ROISummary:
         for key in sorted(people_keys)
     )
     pull_summaries: Final = tuple(
-        _pull_summary(pull, address, method, observed) for pull, address, method in matched_pulls
+        _pull_summary(pull, address, method, observed, branch_costs[(pull["repo"], pull["number"])])
+        for pull, address, method in matched_pulls
     )
     eligible_emails: Final = frozenset(person["email"] for person in people if person["eligible"])
     dates: Final = tuple(
@@ -197,7 +207,26 @@ def summarize(report: ROIReport, mappings: Mapping[str, str]) -> ROISummary:
     )
     summary_people: Final = tuple(sorted(people, key=lambda person: (-person["hours"], person["id"])))
     summary_pulls: Final = tuple(sorted(pull_summaries, key=lambda pull: pull["merged_at"], reverse=True))
+    branch_cohort: Final = tuple(
+        pull
+        for pull in pull_summaries
+        if pull["branch_cost"].status == "matched" and pull["estimate"]["status"] == "estimated"
+    )
+    branch_spend: Final = sum(pull["branch_cost"].spend or 0 for pull in branch_cohort)
+    branch_hours: Final = sum(pull["estimate"]["hours"] or 0 for pull in branch_cohort)
+    linked: Final = frozenset((pull.get("source_repo", ""), pull.get("source_branch", "")) for pull in branch_cohort)
+    unlinked: Final = tuple(row for row in report.get("branch_spend", ()) if (row.repo, row.branch) not in linked)
     return ROISummary(
+        source_provider=report.get("source_provider", "github"),
+        branch_metrics=ROIBranchMetrics(
+            spend=branch_spend,
+            hours=branch_hours,
+            cost_per_hour=branch_spend / branch_hours if complete_scope and branch_hours else None,
+            matched_pulls=sum(pull["branch_cost"].status == "matched" for pull in pull_summaries),
+            total_tagged_spend=sum(row.spend for row in report.get("branch_spend", ())),
+            unlinked_spend=sum(row.spend for row in unlinked),
+        ),
+        unlinked_branches=unlinked,
         id=report.get("id"),
         mode=report["mode"],
         start=report["start"],
diff --git a/litellm/proxy/roi_calculator/branch_spend.py b/litellm/proxy/roi_calculator/branch_spend.py
new file mode 100644
index 00000000000..f441683e843
--- /dev/null
+++ b/litellm/proxy/roi_calculator/branch_spend.py
@@ -0,0 +1,81 @@
+import json
+from collections import Counter
+from collections.abc import Mapping
+from datetime import date, datetime, time, timedelta, timezone
+from typing import Final, Protocol
+
+from pydantic import TypeAdapter
+
+from litellm.types.roi_calculator import ROIBranchAttribution, ROIBranchSpend, ROIPullRecord
+
+
+class BranchSpendDatabase(Protocol):
+    async def query_raw(self, query: str, *args: object) -> object: ...
+
+
+async def read_branch_spend(
+    database: BranchSpendDatabase, start: date, end: date, repos: tuple[str, ...], *, casefold_repo: bool = False
+) -> tuple[ROIBranchSpend, ...]:
+    if not repos:
+        return ()
+    query: Final = """
+        WITH tagged AS (
+            SELECT logs.spend, tags.repos[1] AS repo, tags.branches[1] AS branch
+            FROM "LiteLLM_SpendLogs" AS logs
+            CROSS JOIN LATERAL (
+                SELECT array_agg(DISTINCT substring(tag FROM 6))
+                           FILTER (WHERE starts_with(tag, 'repo:')) AS repos,
+                       array_agg(DISTINCT substring(tag FROM 8))
+                           FILTER (WHERE starts_with(tag, 'branch:')) AS branches
+                FROM jsonb_array_elements_text(
+                    CASE WHEN jsonb_typeof(logs.request_tags) = 'array'
+                         THEN logs.request_tags ELSE '[]'::jsonb END
+                ) AS tag
+            ) AS tags
+            WHERE logs."startTime" >= $1::text::timestamp AND logs."startTime" < $2::text::timestamp
+              AND cardinality(tags.repos) = 1 AND cardinality(tags.branches) = 1
+              AND CASE logs.metadata -> 'litellm_roi_estimator'
+                  WHEN 'true'::jsonb THEN false
+                  WHEN 'false'::jsonb THEN true
+                  ELSE NOT coalesce(logs.request_tags ? 'litellm-roi-estimator', false)
+              END
+        )
+        SELECT CASE WHEN $4 THEN lower(repo) ELSE repo END AS repo,
+               branch, sum(spend)::double precision AS spend, count(*)::integer AS requests
+        FROM tagged
+        WHERE branch <> '' AND (CASE WHEN $4 THEN lower(repo) ELSE repo END)
+              IN (SELECT jsonb_array_elements_text($3::jsonb))
+        GROUP BY 1, 2
+        ORDER BY 1, 2
+    """
+    result: Final = await database.query_raw(
+        query,
+        datetime.combine(start, time.min, timezone.utc).isoformat(),
+        datetime.combine(end + timedelta(days=1), time.min, timezone.utc).isoformat(),
+        json.dumps(repos),
+        casefold_repo,
+    )
+    return TypeAdapter(tuple[ROIBranchSpend, ...]).validate_python(result)
+
+
+def attribute_branches(
+    pulls: tuple[ROIPullRecord, ...], spend: tuple[ROIBranchSpend, ...] | None
+) -> Mapping[tuple[str, int], ROIBranchAttribution]:
+    counts: Final = Counter((pull.get("source_repo", ""), pull.get("source_branch", "")) for pull in pulls)
+    costs: Final = {(row.repo, row.branch): row for row in spend or ()}
+
+    def attribute(pull: ROIPullRecord) -> ROIBranchAttribution:
+        repo: Final = pull.get("source_repo", "")
+        branch: Final = pull.get("source_branch", "")
+        cost: Final = costs.get((repo, branch))
+        if spend is None:
+            return ROIBranchAttribution(repo=repo, branch=branch, status="unavailable")
+        if not repo or not branch or cost is None:
+            return ROIBranchAttribution(repo=repo, branch=branch)
+        if counts[(repo, branch)] != 1:
+            return ROIBranchAttribution(repo=repo, branch=branch, status="ambiguous")
+        return ROIBranchAttribution(
+            repo=repo, branch=branch, spend=cost.spend, requests=cost.requests, status="matched"
+        )
+
+    return {(pull["repo"], pull["number"]): attribute(pull) for pull in pulls}
diff --git a/litellm/proxy/roi_calculator/estimator.py b/litellm/proxy/roi_calculator/estimator.py
index 4cb211f9cb0..0636d0b669c 100644
--- a/litellm/proxy/roi_calculator/estimator.py
+++ b/litellm/proxy/roi_calculator/estimator.py
@@ -112,14 +112,16 @@ class Estimator:
             missing_metadata_estimate: Final[ROIEstimate] = {
                 "status": "needs_review",
                 "hours": None,
-                "reasoning": ("GitHub did not provide all file or commit metadata. It was not sent for estimation."),
+                "reasoning": (
+                    "The repository source did not provide all file or commit metadata. It was not sent for estimation."
+                ),
             }
             return missing_metadata_estimate
         if len(evidence) > MAX_EVIDENCE_CHARS:
             oversized_evidence_estimate: Final[ROIEstimate] = {
                 "status": "needs_review",
                 "hours": None,
-                "reasoning": ("This PR exceeds the estimator's input limit. It was not truncated or scored."),
+                "reasoning": ("This change exceeds the estimator's input limit. It was not truncated or scored."),
             }
             return oversized_evidence_estimate
         system_message: Final[ROICompletionMessage] = {
@@ -131,7 +133,6 @@ class Estimator:
         response_format: Final[ROIResponseFormat] = {"type": "json_object"}
         metadata: Final[ROICompletionMetadata] = {
             "tags": ("litellm-roi-estimator",),
-            "litellm_roi_estimator": True,
         }
         request: Final = ROICompletionRequest(
             model=self.settings.estimator_model,
diff --git a/litellm/proxy/roi_calculator/github.py b/litellm/proxy/roi_calculator/github.py
index f5134b84336..9f8aa8c26ae 100644
--- a/litellm/proxy/roi_calculator/github.py
+++ b/litellm/proxy/roi_calculator/github.py
@@ -31,8 +31,14 @@ class _GitHubUser(_GitHubModel):
     login: str | None = None
 
 
+class _GitHubHeadRepository(_GitHubModel):
+    full_name: str = ""
+
+
 class _GitHubHead(_GitHubModel):
     sha: str = ""
+    ref: str = ""
+    repo: _GitHubHeadRepository | None = None
 
 
 class GitHubPullListItem(_GitHubModel):
@@ -315,6 +321,7 @@ class GitHub:
     ) -> None:
         if client is not None and transport is not None:
             raise ValueError("Pass either an injected GitHub client or a transport.")
+        self._settings: Final = settings
         self._profiles: Mapping[str, str | None] = MappingProxyType({})
         token: Final = settings.github_token.get_secret_value()
         self._headers: Final[Mapping[str, str]] = (
@@ -472,7 +479,11 @@ class GitHub:
             if address
         )
         changed_files: Final = detail.changed_files if detail.changed_files is not None else len(files)
+        from litellm.proxy.roi_calculator.source import repository_tag
+
         evidence: Final[ROIPullEvidence] = {
+            "source_repo": repository_tag(self._settings, detail.head.repo.full_name) if detail.head.repo else "",
+            "source_branch": detail.head.ref,
             "repo": repo,
             "number": detail.number,
             "title": detail.title,
diff --git a/litellm/proxy/roi_calculator/gitlab.py b/litellm/proxy/roi_calculator/gitlab.py
new file mode 100644
index 00000000000..2df35a0060b
--- /dev/null
+++ b/litellm/proxy/roi_calculator/gitlab.py
@@ -0,0 +1,267 @@
+import asyncio
+from collections.abc import Mapping
+from datetime import date
+from types import MappingProxyType
+from typing import Final, TypeVar
+from urllib.parse import quote
+
+import httpx
+from pydantic import BaseModel, TypeAdapter
+
+from litellm.llms.custom_httpx.http_handler import (
+    get_async_httpx_client,  # pyright: ignore[reportUnknownVariableType]  # shared client factory has untyped params
+)
+from litellm.proxy.roi_calculator.analytics import normalize_email
+from litellm.proxy.roi_calculator.github import GitHubPullListItem, SourceError
+from litellm.proxy.roi_calculator.source import repository_tag
+from litellm.types.llms.custom_http import httpxSpecialProvider
+from litellm.types.roi_calculator import ROIPullCommit, ROIPullEvidence, ROIPullFile, ROISettings
+
+_T: Final = TypeVar("_T", bound=BaseModel)
+
+
+class _User(BaseModel):
+    username: str
+    public_email: str | None = None
+
+
+class _Project(BaseModel):
+    id: int
+    path_with_namespace: str
+    visibility: str = "private"
+    archived: bool = False
+
+
+class _MergeRequest(BaseModel):
+    iid: int
+    title: str
+    description: str | None = None
+    web_url: str
+    author: _User
+    merged_at: str | None
+    updated_at: str
+    sha: str | None = None
+    source_branch: str
+    source_project_id: int | None
+    changes_count: str | None = None
+
+    def pull(self, source: _Project | None) -> GitHubPullListItem:
+        return GitHubPullListItem.model_validate(
+            {
+                "number": self.iid,
+                "title": self.title,
+                "body": self.description or "",
+                "html_url": self.web_url,
+                "user": {"login": self.author.username},
+                "merged_at": self.merged_at,
+                "updated_at": self.updated_at,
+                "head": {
+                    "sha": self.sha or "",
+                    "ref": self.source_branch,
+                    "repo": {"full_name": source.path_with_namespace} if source else None,
+                },
+            }
+        )
+
+
+class _Diff(BaseModel):
+    new_path: str
+    old_path: str
+    diff: str = ""
+    new_file: bool = False
+    deleted_file: bool = False
+    renamed_file: bool = False
+    collapsed: bool = False
+    too_large: bool = False
+
+    def file(self) -> ROIPullFile:
+        return ROIPullFile(
+            filename=self.new_path,
+            status="added"
+            if self.new_file
+            else "removed"
+            if self.deleted_file
+            else "renamed"
+            if self.renamed_file
+            else "modified",
+            additions=sum(line.startswith("+") for line in self.diff.splitlines()),
+            deletions=sum(line.startswith("-") for line in self.diff.splitlines()),
+        )
+
+
+class _Commit(BaseModel):
+    id: str
+    message: str
+
+
+class GitLab:
+    def __init__(self, settings: ROISettings, transport: httpx.AsyncBaseTransport | None = None) -> None:
+        self.settings: Final = settings
+        token: Final = settings.gitlab_token.get_secret_value()
+        self.headers: Final = {"Accept": "application/json", **({"PRIVATE-TOKEN": token} if token else {})}
+        self.client: Final = get_async_httpx_client(
+            llm_provider=httpxSpecialProvider.ROICalculator,
+            params={"timeout": 45, "follow_redirects": False, "transport": transport},
+        ).client
+        self.close_client: Final = transport is not None
+        self.profiles: Mapping[str, str] = MappingProxyType({})
+        self.projects: Mapping[int, _Project] = MappingProxyType({})
+        self.source_project_slots: Final = asyncio.Semaphore(8)
+
+    async def close(self) -> None:
+        if self.close_client:
+            await self.client.aclose()
+
+    async def _request(
+        self, path: str, params: Mapping[str, str | int] | None = None, attempt: int = 0
+    ) -> httpx.Response:
+        try:
+            response: Final = await self.client.get(
+                self.settings.gitlab_api_url + "/" + path, params=params, headers=self.headers
+            )
+        except httpx.RequestError:
+            raise SourceError("Could not reach GitLab. Check the API URL and network connection.") from None
+        if response.status_code in (429, 502, 503, 504) and attempt < 2:
+            await asyncio.sleep(0.5 * (attempt + 1))
+            return await self._request(path, params, attempt + 1)
+        if response.status_code != 200:
+            raise SourceError(
+                f"GitLab could not read this resource (HTTP {response.status_code}). "
+                "Check the project, token read_api scope, and project membership."
+            )
+        return response
+
+    async def _page(
+        self, path: str, model: type[_T], params: Mapping[str, str | int], page: int
+    ) -> tuple[tuple[_T, ...], bool]:
+        response: Final = await self._request(path, {**params, "per_page": 100, "page": page})
+        try:
+            values: Final = TypeAdapter(tuple[object, ...]).validate_python(response.json())
+            items: Final = tuple(model.model_validate(value) for value in values)
+        except ValueError:
+            raise SourceError("GitLab returned an invalid page of results.") from None
+        has_more: Final = response.headers.get("x-next-page", "") != "" or 'rel="next"' in response.headers.get(
+            "link", ""
+        )
+        return items, has_more
+
+    async def _all(self, path: str, model: type[_T], params: Mapping[str, str | int] | None = None) -> tuple[_T, ...]:
+        async def collect(page: int, previous: tuple[_T, ...]) -> tuple[_T, ...]:
+            items, more = await self._page(path, model, params or {}, page)
+            if not more:
+                return previous + items
+            if page >= 100:
+                raise SourceError("GitLab's pagination limit was reached. Narrow the reporting window.")
+            return await collect(page + 1, previous + items)
+
+        return await collect(1, ())
+
+    async def _project(self, project: str | int) -> _Project:
+        if isinstance(project, int) and project in self.projects:
+            return self.projects[project]
+        response: Final = await self._request("projects/" + quote(str(project), safe=""))
+        try:
+            result: Final = _Project.model_validate(response.json())
+        except ValueError:
+            raise SourceError("GitLab returned invalid project details.") from None
+        self.projects = MappingProxyType({**self.projects, result.id: result})
+        return result
+
+    async def repositories(self, query: str = "", page: int = 1) -> tuple[tuple[tuple[str, str, bool], ...], bool]:
+        params: Final = {
+            "simple": "true",
+            "search": query,
+            **({"membership": "true"} if self.headers.get("PRIVATE-TOKEN") else {}),
+        }
+        items, more = await self._page("projects", _Project, params, page)
+        return tuple((item.path_with_namespace, item.visibility, item.archived) for item in items), more
+
+    async def test_repositories(self, repos: tuple[str, ...]) -> None:
+        async def test(repo: str) -> None:
+            project: Final = await self._project(repo)
+            await self._request(f"projects/{project.id}/merge_requests", {"state": "merged", "per_page": 1})
+
+        for repo in repos:
+            await test(repo)
+
+    async def pulls(self, repo: str, start: date, end: date) -> tuple[GitHubPullListItem, ...]:
+        project: Final = await self._project(repo)
+        items: Final = await self._all(
+            f"projects/{project.id}/merge_requests",
+            _MergeRequest,
+            {
+                "state": "merged",
+                "scope": "all",
+                "updated_after": start.isoformat() + "T00:00:00Z",
+                "order_by": "updated_at",
+                "sort": "desc",
+            },
+        )
+        merged: Final = tuple(
+            item for item in items if item.merged_at and start.isoformat() <= item.merged_at[:10] <= end.isoformat()
+        )
+        source_ids: Final = tuple(frozenset(item.source_project_id for item in merged))
+        projects: Final = await asyncio.gather(*(self._source_project(source_id) for source_id in source_ids))
+        sources: Final = MappingProxyType(dict(zip(source_ids, projects, strict=True)))
+        return tuple(item.pull(sources[item.source_project_id]) for item in merged)
+
+    async def profile_email(self, login: str, *, fallback: str = "") -> str:
+        if login.casefold() in self.profiles:
+            return self.profiles[login.casefold()]
+        try:
+            users: Final = await self._all("users", _User, {"username": login})
+        except SourceError:
+            return fallback
+        email: Final = next(
+            (normalize_email(user.public_email) for user in users if user.username.casefold() == login.casefold()), ""
+        )
+        self.profiles = MappingProxyType({**self.profiles, login.casefold(): email})
+        return email
+
+    async def evidence(self, repo: str, pull: GitHubPullListItem) -> ROIPullEvidence:
+        project: Final = await self._project(repo)
+        path: Final = f"projects/{project.id}/merge_requests/{pull.number}"
+        response: Final = await self._request(path)
+        try:
+            detail: Final = _MergeRequest.model_validate(response.json())
+        except ValueError:
+            raise SourceError("GitLab returned invalid merge request details.") from None
+        diffs: Final = await self._all(path + "/diffs", _Diff)
+        commits: Final = await self._all(path + "/commits", _Commit)
+        profile: Final = await self.profile_email(detail.author.username)
+        source: Final = await self._source_project(detail.source_project_id)
+        files: Final = tuple(diff.file() for diff in diffs)
+        return ROIPullEvidence(
+            repo=repo,
+            number=detail.iid,
+            title=detail.title,
+            body=detail.description or "",
+            url=detail.web_url,
+            login=detail.author.username,
+            emails=(profile,) if profile else (),
+            profile_email=profile,
+            commit_emails=(),
+            merged_at=detail.merged_at or "",
+            head_sha=detail.sha or "",
+            source_repo=repository_tag(self.settings, source.path_with_namespace) if source else "",
+            source_branch=detail.source_branch,
+            additions=sum(file["additions"] or 0 for file in files),
+            deletions=sum(file["deletions"] or 0 for file in files),
+            changed_files=len(files),
+            files=files,
+            commits=tuple(ROIPullCommit(sha=commit.id, message=commit.message) for commit in commits),
+            commit_count=len(commits),
+            incomplete_metadata=any(diff.collapsed or diff.too_large for diff in diffs)
+            or detail.changes_count is None
+            or not detail.changes_count.isdigit()
+            or int(detail.changes_count) != len(files),
+        )
+
+    async def _source_project(self, project_id: int | None) -> _Project | None:
+        if project_id is None:
+            return None
+        try:
+            async with self.source_project_slots:
+                return await self._project(project_id)
+        except SourceError:
+            return None
diff --git a/litellm/proxy/roi_calculator/pull_cache.py b/litellm/proxy/roi_calculator/pull_cache.py
index e1800fd0620..73c3688af1a 100644
--- a/litellm/proxy/roi_calculator/pull_cache.py
+++ b/litellm/proxy/roi_calculator/pull_cache.py
@@ -18,12 +18,15 @@ def cache_key(
         return None
     value: Final = json.dumps(
         (
-            "pull-v1",
-            settings.github_api_url.rstrip("/"),
+            "pull-v2-branches",
+            settings.source_provider,
+            settings.source_api_url.rstrip("/"),
             context,
-            repo.casefold(),
+            repo.casefold() if settings.source_provider == "github" else repo,
             pull.number,
             head,
+            pull.head.ref if pull.head is not None else "",
+            pull.head.repo.full_name if pull.head is not None and pull.head.repo is not None else "",
             pull.title,
             pull.body or "",
             login.casefold(),
@@ -36,7 +39,8 @@ def cache_key(
 def settings_fingerprint(settings: ROISettings) -> str:
     value: Final = json.dumps(
         (
-            settings.github_api_url.rstrip("/"),
+            settings.source_provider,
+            settings.source_api_url.rstrip("/"),
             settings.repos,
             settings.estimator_model,
             settings.estimator_prompt,
diff --git a/litellm/proxy/roi_calculator/sample.py b/litellm/proxy/roi_calculator/sample.py
index fe5fbbaa866..1a3f65988d1 100644
--- a/litellm/proxy/roi_calculator/sample.py
+++ b/litellm/proxy/roi_calculator/sample.py
@@ -1,7 +1,14 @@
 from datetime import datetime, timedelta
 from typing import Final
 
-from litellm.types.roi_calculator import DEFAULT_PROMPT, ROIEstimate, ROIPullRecord, ROIReport, ROISpendRecord
+from litellm.types.roi_calculator import (
+    DEFAULT_PROMPT,
+    ROIBranchSpend,
+    ROIEstimate,
+    ROIPullRecord,
+    ROIReport,
+    ROISpendRecord,
+)
 
 
 def sample_report(now: datetime) -> ROIReport:
@@ -9,8 +16,10 @@ def sample_report(now: datetime) -> ROIReport:
     examples: Final = (
         ("alex", "alex@example.com", "Add usage breakdown by model", 6.5, 18.2),
         ("jordan", "jordan@example.com", "Fix streaming response cancellation", 4.0, 12.8),
-        ("casey", "", "Add integration tests for billing", 5.5, 0.0),
+        ("casey", "", "Add integration tests for billing", 5.5, 7.4),
     )
+    branches: Final = ("feature/model-usage", "fix/stream-cancellation", "test/billing-integration")
+    branch_costs: Final = (9.1, 6.4, 7.4)
 
     def pull(index: int, login: str, email: str, title: str, hours: float) -> ROIPullRecord:
         estimate: Final[ROIEstimate] = {
@@ -23,6 +32,8 @@ def sample_report(now: datetime) -> ROIReport:
             "cached": False,
         }
         return ROIPullRecord(
+            source_repo="github.com/example/gateway",
+            source_branch=branches[index],
             repo="example/gateway",
             number=142 + index,
             title=title,
@@ -47,9 +58,13 @@ def sample_report(now: datetime) -> ROIReport:
     spend: Final = tuple(
         ROISpendRecord(date=pulls[index]["merged_at"][:10], user_id=login, email=email, spend=cost, requests=150)
         for index, (login, email, _, _, cost) in enumerate(examples)
-        if email
     )
     return ROIReport(
+        branch_spend=tuple(
+            ROIBranchSpend(repo="github.com/example/gateway", branch=branch, spend=cost, requests=75)
+            for branch, cost in zip(branches, branch_costs)
+        )
+        + (ROIBranchSpend(repo="github.com/example/gateway", branch="feature/cost-export", spend=3.6, requests=30),),
         mode="demo",
         start=start.isoformat(),
         end=now.date().isoformat(),
diff --git a/litellm/proxy/roi_calculator/source.py b/litellm/proxy/roi_calculator/source.py
new file mode 100644
index 00000000000..40e1651a680
--- /dev/null
+++ b/litellm/proxy/roi_calculator/source.py
@@ -0,0 +1,33 @@
+from datetime import date
+from typing import Final, Protocol
+from urllib.parse import urlsplit
+
+import httpx
+
+from litellm.proxy.roi_calculator.github import GitHub, GitHubPullListItem
+from litellm.types.roi_calculator import ROIPullEvidence, ROISettings
+
+
+class RepositorySource(Protocol):
+    async def repositories(self, query: str = "", page: int = 1) -> tuple[tuple[tuple[str, str, bool], ...], bool]: ...
+    async def test_repositories(self, repos: tuple[str, ...]) -> None: ...
+    async def pulls(self, repo: str, start: date, end: date) -> tuple[GitHubPullListItem, ...]: ...
+    async def evidence(self, repo: str, pull: GitHubPullListItem) -> ROIPullEvidence: ...
+    async def profile_email(self, login: str, *, fallback: str = "") -> str: ...
+    async def close(self) -> None: ...
+
+
+def repository_tag(settings: ROISettings, repo: str) -> str:
+    parsed: Final = urlsplit(settings.source_api_url)
+    host: Final = "github.com" if parsed.netloc == "api.github.com" else parsed.netloc
+    prefix: Final = parsed.path.removesuffix("/api/v4").removesuffix("/api/v3").rstrip("/")
+    value: Final = host + prefix + "/" + repo
+    return value.casefold() if settings.source_provider == "github" else value
+
+
+def create_source(settings: ROISettings, transport: httpx.AsyncBaseTransport | None = None) -> RepositorySource:
+    if settings.source_provider == "gitlab":
+        from litellm.proxy.roi_calculator.gitlab import GitLab
+
+        return GitLab(settings, transport)
+    return GitHub(settings, transport)
diff --git a/litellm/proxy/roi_calculator/sync.py b/litellm/proxy/roi_calculator/sync.py
index 65a2cb38a17..e134c23dab1 100644
--- a/litellm/proxy/roi_calculator/sync.py
+++ b/litellm/proxy/roi_calculator/sync.py
@@ -11,11 +11,14 @@ import httpx
 from pydantic import BaseModel, ConfigDict, Field, TypeAdapter
 from typing_extensions import ReadOnly, TypedDict, Unpack
 
+from litellm._logging import verbose_proxy_logger
 from litellm.proxy.roi_calculator.estimator import CompletionCaller, Estimator, EstimatorModel, cache_context
-from litellm.proxy.roi_calculator.github import GitHub, GitHubPullListItem, SourceError
+from litellm.proxy.roi_calculator.github import GitHubPullListItem, SourceError
 from litellm.proxy.roi_calculator.pull_cache import cache_key, settings_fingerprint
+from litellm.proxy.roi_calculator.source import RepositorySource, create_source, repository_tag
 from litellm.repositories.chunked_in import find_many_in
 from litellm.types.roi_calculator import (
+    ROIBranchSpend,
     ROIEstimate,
     ROIPullEvidence,
     ROIPullRecord,
@@ -31,6 +34,10 @@ _REPORT_ADAPTER: Final = TypeAdapter(ROIReport)
 _JSON_OBJECT_ADAPTER: Final = TypeAdapter(dict[str, object])
 
 
+class _BranchSpendFields(TypedDict, total=False):
+    branch_spend: ReadOnly[tuple[ROIBranchSpend, ...]]
+
+
 class _ConfigParam(Protocol):
     @property
     def param_value(self) -> object: ...
@@ -164,7 +171,7 @@ class GitHubFactory(Protocol):
         self,
         settings: ROISettings,
         transport: httpx.AsyncBaseTransport | None,
-    ) -> GitHub: ...
+    ) -> RepositorySource: ...
 
 
 class SpendReader(Protocol):
@@ -175,6 +182,10 @@ class SpendReader(Protocol):
     ) -> Awaitable[tuple[ROISpendRecord, ...]]: ...
 
 
+class BranchSpendReader(Protocol):
+    def __call__(self, start: date, end: date, repos: tuple[str, ...]) -> Awaitable[tuple[ROIBranchSpend, ...]]: ...
+
+
 class SyncClock(Protocol):
     def __call__(self) -> datetime: ...
 
@@ -210,7 +221,9 @@ async def _estimate_with_fallback(
         return estimate
 
 
-async def _unavailable_record(github: GitHub, repo: str, pull: GitHubPullListItem, error: SourceError) -> ROIPullRecord:
+async def _unavailable_record(
+    github: RepositorySource, settings: ROISettings, repo: str, pull: GitHubPullListItem, error: SourceError
+) -> ROIPullRecord:
     login: Final = pull.user.login if pull.user and pull.user.login else "deleted-user"
     profile: Final = await github.profile_email(login)
     estimate: Final[ROIEstimate] = {
@@ -219,6 +232,10 @@ async def _unavailable_record(github: GitHub, repo: str, pull: GitHubPullListIte
         "reasoning": f"PR metadata could not be read: {error} Run analysis again to retry this PR.",
     }
     return ROIPullRecord(
+        source_repo=repository_tag(settings, pull.head.repo.full_name)
+        if pull.head and pull.head.repo and pull.head.repo.full_name
+        else "",
+        source_branch=pull.head.ref if pull.head else "",
         repo=repo,
         number=pull.number,
         title=pull.title,
@@ -258,25 +275,27 @@ class _RepositoryBatch(NamedTuple):
     stage: str
 
 
-async def _read_repository(github: GitHub, repo: str, start: date, end: date) -> _RepositoryPulls:
+async def _read_repository(github: RepositorySource, repo: str, start: date, end: date) -> _RepositoryPulls:
     try:
         return _RepositoryPulls(repo, await github.pulls(repo, start, end))
     except SourceError:
         return _RepositoryPulls(repo, (), unavailable=True)
 
 
-async def _read_repositories(github: GitHub, repos: tuple[str, ...], start: date, end: date) -> _RepositoryBatch:
+async def _read_repositories(
+    github: RepositorySource, repos: tuple[str, ...], start: date, end: date
+) -> _RepositoryBatch:
     groups: Final = await asyncio.gather(*(_read_repository(github, repo, start, end) for repo in repos))
     unavailable: Final = tuple(group.repo for group in groups if group.unavailable)
     if len(unavailable) == len(repos):
         raise SourceError(
-            "GitHub could not read any selected repository. No new report was published; "
+            "The repository source could not read any selected repository. No new report was published; "
             "check repository access or try analysis again later."
         )
     queue: Final = tuple(chain.from_iterable(((group.repo, pull) for pull in group.pulls) for group in groups))
     if unavailable and not queue:
         raise SourceError(
-            f"GitHub could not read {', '.join(unavailable)}, and the accessible repositories returned no pull requests. "
+            f"The repository source could not read {', '.join(unavailable)}, and the accessible repositories returned no merged changes. "
             "No new report was published; check repository access or try analysis again later."
         )
     warnings: Final = (
@@ -301,13 +320,13 @@ async def _read_repositories(github: GitHub, repos: tuple[str, ...], start: date
 def _processed_records(processed: tuple[_ProcessedPull, ...]) -> Mapping[int, ROIPullRecord]:
     if processed and all(item.metadata_unavailable for item in processed):
         raise SourceError(
-            "GitHub could not provide PR metadata. No new report was published; try analysis again later."
+            "The repository source could not provide PR metadata. No new report was published; try analysis again later."
         )
     if any(item.record["estimate"]["status"] == "error" for item in processed) and not any(
         item.record["estimate"]["status"] == "estimated" for item in processed
     ):
         raise SourceError(
-            "The estimator could not score any pull requests. No new report was published; "
+            "The estimator could not score any merged changes. No new report was published; "
             "check the estimator connection or try analysis again later."
         )
     return MappingProxyType({item.position: item.record for item in processed})
@@ -332,7 +351,7 @@ async def _cache_estimated_pull(
 class SyncManager:
     def __init__(
         self,
-        github_factory: GitHubFactory = GitHub,
+        github_factory: GitHubFactory = create_source,
         clock: SyncClock = _utc_now,
     ) -> None:
         self._github_factory: Final = github_factory
@@ -379,6 +398,7 @@ class SyncManager:
         estimator_models: tuple[EstimatorModel, ...] | None = None,
         coordinator: SyncCoordinator | None = None,
         scheduled_interval: float = 0,
+        branch_spend_reader: BranchSpendReader | None = None,
     ) -> bool:
         async with self._start_lock:
             if not settings.repos or not settings.estimator_model:
@@ -410,7 +430,15 @@ class SyncManager:
             self._owner = owner
             self._task = asyncio.create_task(
                 self._run(
-                    settings, repository, spend_reader, complete, github_transport, estimator_models, coordinator, owner
+                    settings,
+                    repository,
+                    spend_reader,
+                    complete,
+                    github_transport,
+                    estimator_models,
+                    coordinator,
+                    owner,
+                    branch_spend_reader,
                 )
             )
             return True
@@ -452,6 +480,7 @@ class SyncManager:
         estimator_models: tuple[EstimatorModel, ...] | None,
         coordinator: SyncCoordinator | None,
         owner: str,
+        branch_spend_reader: BranchSpendReader | None,
     ) -> None:
         monitor: Final = asyncio.create_task(self._heartbeat(asyncio.current_task(), coordinator, owner))
         github: Final = self._github_factory(settings, github_transport)
@@ -477,7 +506,7 @@ class SyncManager:
             )
             self._update_status(
                 phase="estimates",
-                stage="Estimating new or changed pull requests",
+                stage="Estimating merged changes",
                 total=len(queue),
             )
             estimator: Final = Estimator(settings, complete, estimator_models)
@@ -521,7 +550,7 @@ class SyncManager:
                 try:
                     evidence: Final = await github.evidence(repo, pull)
                 except SourceError as exc:
-                    unavailable: Final = await _unavailable_record(github, repo, pull, exc)
+                    unavailable: Final = await _unavailable_record(github, settings, repo, pull, exc)
                     self._update_estimate_progress(unavailable["estimate"])
                     return _ProcessedPull(index, unavailable, metadata_unavailable=True)
                 estimate: Final = await _estimate_with_fallback(estimator, evidence)
@@ -531,7 +560,13 @@ class SyncManager:
                             "number": evidence["number"],
                             "title": evidence["title"],
                             "body": evidence["body"],
-                            "head": MappingProxyType({"sha": evidence["head_sha"]}),
+                            "head": MappingProxyType(
+                                {
+                                    "sha": evidence["head_sha"],
+                                    "ref": evidence.get("source_branch", ""),
+                                    "repo": pull.head.repo if pull.head is not None else None,
+                                }
+                            ),
                             "user": MappingProxyType({"login": evidence["login"]}),
                             "merged_at": evidence["merged_at"],
                             "updated_at": evidence["merged_at"],
@@ -559,7 +594,26 @@ class SyncManager:
                         worker_task.cancel()
                 await asyncio.gather(*workers, return_exceptions=True)
             processed_by_index: Final = _processed_records(processed)
+            records: Final = tuple(processed_by_index[index] for index in range(len(queue)))
+            branch_repos: Final = tuple(
+                sorted(
+                    frozenset(
+                        (
+                            *(repository_tag(settings, repo) for repo in settings.repos),
+                            *(pull.get("source_repo", "") for pull in records),
+                        )
+                    )
+                    - {""}
+                )
+            )
+            branch_spend: Final = await branch_spend_reader(start, end, branch_repos) if branch_spend_reader else None
+            branch_fields: Final[_BranchSpendFields] = (
+                {"branch_spend": branch_spend} if branch_spend is not None else {}
+            )
             report: Final = ROIReport(
+                source_provider=settings.source_provider,
+                source_api_url=settings.source_api_url,
+                **branch_fields,
                 mode="live",
                 start=start.isoformat(),
                 end=end.isoformat(),
@@ -569,7 +623,7 @@ class SyncManager:
                 estimator_prompt=settings.estimator_prompt,
                 effort_basis="without_ai",
                 spend=spend,
-                pulls=tuple(processed_by_index[index] for index in range(len(queue))),
+                pulls=records,
                 settings_fingerprint=settings_fingerprint(settings),
                 warnings=repositories.warnings,
                 unavailable_repos=repositories.unavailable_repos,
@@ -605,6 +659,7 @@ class SyncManager:
         except SourceError as exc:
             self._update_status(phase="error", stage="Sync failed", error=str(exc))
         except Exception:  # noqa: BLE001 - background job boundary records a safe failure for every source error
+            verbose_proxy_logger.exception("ROI Calculator sync failed")
             self._update_status(
                 phase="error",
                 stage="Sync failed",
@@ -646,6 +701,8 @@ class SyncManager:
     def _cached_record(self, pull: ROIPullRecord) -> ROIPullRecord:
         estimate: Final = _ESTIMATE_ADAPTER.validate_python(MappingProxyType({**pull["estimate"], "cached": True}))
         return ROIPullRecord(
+            source_repo=pull.get("source_repo", ""),
+            source_branch=pull.get("source_branch", ""),
             repo=pull["repo"],
             number=pull["number"],
             title=pull["title"],
@@ -672,6 +729,8 @@ class SyncManager:
         key: str | None,
     ) -> ROIPullRecord:
         return ROIPullRecord(
+            source_repo=evidence.get("source_repo", ""),
+            source_branch=evidence.get("source_branch", ""),
             repo=evidence["repo"],
             number=evidence["number"],
             title=evidence["title"],
diff --git a/litellm/proxy/spend_tracking/spend_tracking_utils.py b/litellm/proxy/spend_tracking/spend_tracking_utils.py
index 94a0f424a09..b71b834a31c 100644
--- a/litellm/proxy/spend_tracking/spend_tracking_utils.py
+++ b/litellm/proxy/spend_tracking/spend_tracking_utils.py
@@ -158,6 +158,7 @@ _STAMPED_METADATA_KEYS: Final = frozenset(
         "autorouter_savings_estimate",
         "autorouter_baseline_observation",
         "used_client_oauth_token",
+        "litellm_roi_estimator",
     )
 )
 
@@ -211,6 +212,7 @@ def _get_spend_logs_metadata(
             usage_object=None,
             guardrail_information=None,
             internal_call_origin=None,
+            litellm_roi_estimator=False,
             eval_information=None,
             cold_storage_object_key=cold_storage_object_key,
             litellm_overhead_time_ms=None,
@@ -244,6 +246,7 @@ def _get_spend_logs_metadata(
         router_metadata=router_metadata,
         azure_spillover=azure_spillover,
         used_client_oauth_token=used_client_oauth_token,
+        litellm_roi_estimator=metadata.get("litellm_roi_estimator") is True,
     )
     _raw_key: Final = clean_metadata.get("user_api_key")
     _trusted_hash: Final = metadata.get("user_api_key_hash")
diff --git a/litellm/types/roi_calculator.py b/litellm/types/roi_calculator.py
index a15bcbdac9b..b1c15d9a197 100644
--- a/litellm/types/roi_calculator.py
+++ b/litellm/types/roi_calculator.py
@@ -2,7 +2,7 @@ from collections.abc import Mapping
 from types import MappingProxyType
 from typing import Final, Literal
 
-from pydantic import BaseModel, ConfigDict, Field, SecretStr, StrictFloat, StrictInt, field_validator
+from pydantic import BaseModel, ConfigDict, Field, SecretStr, StrictFloat, StrictInt, ValidationInfo, field_validator
 from typing_extensions import NotRequired, ReadOnly, TypedDict
 
 DEFAULT_PROMPT: Final = (
@@ -11,18 +11,22 @@ DEFAULT_PROMPT: Final = (
 )
 
 
-def _normalize_login(value: str) -> str:
+def normalize_source_login(value: str, provider: str = "github") -> str:
     import re
 
     login: Final = value.strip().casefold()
-    if re.fullmatch(r"[A-Za-z0-9_\[\]-]+", login) is None:
-        raise ValueError("Enter a valid GitHub username.")
+    pattern: Final = r"[A-Za-z0-9_.-]+" if provider == "gitlab" else r"[A-Za-z0-9_\[\]-]+"
+    if re.fullmatch(pattern, login) is None:
+        raise ValueError("Enter a valid source-control username.")
     return login
 
 
 class ROISettings(BaseModel):
     model_config = ConfigDict(frozen=True)
 
+    source_provider: Literal["github", "gitlab"] = "github"
+    gitlab_api_url: str = "https://gitlab.com/api/v4"
+    gitlab_token: SecretStr = SecretStr("")
     github_api_url: str = "https://api.github.com"
     github_token: SecretStr = SecretStr("")
     estimator_key: SecretStr = SecretStr("")
@@ -33,6 +37,10 @@ class ROISettings(BaseModel):
     update_interval_minutes: float = Field(default=1440, ge=0, le=43200, allow_inf_nan=False)
     identity_map: Mapping[str, str] = Field(default_factory=lambda: MappingProxyType({}))
 
+    @property
+    def source_api_url(self) -> str:
+        return self.gitlab_api_url if self.source_provider == "gitlab" else self.github_api_url
+
     @field_validator("update_interval_minutes")
     @classmethod
     def validate_update_interval(cls, value: float) -> float:
@@ -40,14 +48,14 @@ class ROISettings(BaseModel):
             raise ValueError("Choose manual updates (0), or an interval of at least 5 minutes.")
         return value
 
-    @field_validator("github_api_url")
+    @field_validator("github_api_url", "gitlab_api_url")
     @classmethod
     def normalize_github_api_url(cls, value: str) -> str:
         from urllib.parse import urlsplit
 
         normalized: Final[str] = value.strip().rstrip("/")
         if not normalized:
-            raise ValueError("A GitHub API URL is required.")
+            raise ValueError("A source API URL is required.")
         parsed: Final = urlsplit(normalized)
         if (
             parsed.scheme != "https"
@@ -57,26 +65,30 @@ class ROISettings(BaseModel):
             or parsed.query
             or parsed.fragment
         ):
-            raise ValueError("Use an HTTPS GitHub API URL without credentials, query, or fragment.")
+            raise ValueError("Use an HTTPS source API URL without credentials, query, or fragment.")
         return normalized
 
     @field_validator("repos")
     @classmethod
-    def validate_repositories(cls, values: tuple[str, ...]) -> tuple[str, ...]:
+    def validate_repositories(cls, values: tuple[str, ...], info: ValidationInfo) -> tuple[str, ...]:
         import re
 
         normalized_values: Final = tuple(repo.strip().rstrip("/").removesuffix(".git") for repo in values)
         normalized: Final = tuple(
             repo for index, repo in enumerate(normalized_values) if repo not in normalized_values[:index]
         )
+        pattern: Final = (
+            r"[A-Za-z0-9_.-]+(?:/[A-Za-z0-9_.-]+)+"
+            if info.data.get("source_provider") == "gitlab"
+            else r"[A-Za-z0-9_.-]+/[A-Za-z0-9_.-]+"
+        )
         invalid_repositories: Final = tuple(
             repo
             for repo in normalized
-            if re.fullmatch(r"[A-Za-z0-9_.-]+/[A-Za-z0-9_.-]+", repo) is None
-            or any(part in (".", "..") for part in repo.split("/"))
+            if re.fullmatch(pattern, repo) is None or any(part in (".", "..") for part in repo.split("/"))
         )
         if invalid_repositories:
-            raise ValueError("Repositories must use owner/repo format.")
+            raise ValueError("Use owner/repo format, or group/subgroup/project for GitLab.")
         return normalized
 
     @field_validator("estimator_prompt")
@@ -89,24 +101,29 @@ class ROISettings(BaseModel):
 
     @field_validator("identity_map")
     @classmethod
-    def normalize_identity_map(cls, values: Mapping[str, str]) -> Mapping[str, str]:
+    def normalize_identity_map(cls, values: Mapping[str, str], info: ValidationInfo) -> Mapping[str, str]:
         from litellm.proxy.roi_calculator.analytics import normalize_email
 
         normalized: Final[Mapping[str, str]] = MappingProxyType(
             {
-                _normalize_login(login): normalize_email(address)
+                normalize_source_login(
+                    login, "gitlab" if info.data.get("source_provider") == "gitlab" else "github"
+                ): normalize_email(address)
                 for login, address in values.items()
                 if normalize_email(address)
             }
         )
         if len(normalized) != len(values):
-            raise ValueError("Each identity needs a GitHub username and a valid gateway email.")
+            raise ValueError("Each identity needs a source-control username and a valid gateway email.")
         return normalized
 
 
 class ROISettingsUpdate(BaseModel):
     model_config = ConfigDict(extra="forbid")
 
+    source_provider: Literal["github", "gitlab"] | None = None
+    gitlab_api_url: str | None = None
+    gitlab_token: str | None = None
     github_api_url: str | None = None
     github_token: str | None = None
     estimator_key: str | None = None
@@ -118,6 +135,9 @@ class ROISettingsUpdate(BaseModel):
 
 
 class ROISettingsResponse(BaseModel):
+    source_provider: Literal["github", "gitlab"] = "github"
+    gitlab_api_url: str = "https://gitlab.com/api/v4"
+    has_gitlab_token: bool = False
     github_api_url: str
     repos: tuple[str, ...]
     estimator_model: str
@@ -180,6 +200,8 @@ class ROIEstimate(TypedDict):
 
 
 class ROIPullRecord(TypedDict):
+    source_repo: NotRequired[ReadOnly[str]]
+    source_branch: NotRequired[ReadOnly[str]]
     repo: ReadOnly[str]
     number: ReadOnly[int]
     title: ReadOnly[str]
@@ -199,7 +221,34 @@ class ROIPullRecord(TypedDict):
     cache_key: ReadOnly[str | None]
 
 
+class ROIBranchSpend(BaseModel):
+    repo: str
+    branch: str
+    spend: float
+    requests: int
+
+
+class ROIBranchAttribution(BaseModel):
+    repo: str
+    branch: str
+    spend: float | None = None
+    requests: int = 0
+    status: Literal["matched", "unattributed", "ambiguous", "unavailable"] = "unattributed"
+
+
+class ROIBranchMetrics(BaseModel):
+    spend: float = 0
+    hours: float = 0
+    cost_per_hour: float | None = None
+    matched_pulls: int = 0
+    total_tagged_spend: float = 0
+    unlinked_spend: float = 0
+
+
 class ROIReport(TypedDict):
+    source_api_url: NotRequired[ReadOnly[str]]
+    source_provider: NotRequired[ReadOnly[Literal["github", "gitlab"]]]
+    branch_spend: NotRequired[ReadOnly[tuple[ROIBranchSpend, ...]]]
     mode: ReadOnly[str]
     start: ReadOnly[str]
     end: ReadOnly[str]
@@ -232,6 +281,8 @@ class ROIPullCommit(TypedDict):
 
 
 class ROIPullEvidence(TypedDict):
+    source_repo: NotRequired[ReadOnly[str]]
+    source_branch: NotRequired[ReadOnly[str]]
     repo: ReadOnly[str]
     number: ReadOnly[int]
     title: ReadOnly[str]
@@ -273,6 +324,9 @@ class ROIPersonSummary(TypedDict):
 
 
 class ROIPullSummary(TypedDict):
+    branch_cost: ReadOnly[ROIBranchAttribution]
+    source_repo: NotRequired[ReadOnly[str]]
+    source_branch: NotRequired[ReadOnly[str]]
     repo: ReadOnly[str]
     number: ReadOnly[int]
     title: ReadOnly[str]
@@ -318,6 +372,9 @@ class ROITrendDay(TypedDict):
 
 
 class ROISummary(TypedDict):
+    source_provider: ReadOnly[Literal["github", "gitlab"]]
+    branch_metrics: ReadOnly[ROIBranchMetrics]
+    unlinked_branches: ReadOnly[tuple[ROIBranchSpend, ...]]
     id: ReadOnly[str | None]
     mode: ReadOnly[str]
     start: ReadOnly[str]
@@ -375,6 +432,9 @@ class ROIEstimateResponse(BaseModel):
 
 
 class ROIPullResponse(BaseModel):
+    source_repo: str = ""
+    source_branch: str = ""
+    branch_cost: ROIBranchAttribution = Field(default_factory=lambda: ROIBranchAttribution(repo="", branch=""))
     repo: str
     number: int
     title: str
@@ -404,6 +464,9 @@ class ROITrendResponse(BaseModel):
 
 
 class ROISummaryResponse(BaseModel):
+    source_provider: Literal["github", "gitlab"] = "github"
+    branch_metrics: ROIBranchMetrics = Field(default_factory=ROIBranchMetrics)
+    unlinked_branches: tuple[ROIBranchSpend, ...] = ()
     id: str | None
     mode: str
     start: str
@@ -431,7 +494,7 @@ class ROIIdentityMapUpdate(BaseModel):
     @field_validator("github_login")
     @classmethod
     def normalize_login(cls, value: str) -> str:
-        return _normalize_login(value)
+        return value.strip().casefold()
 
 
 class ROIIdentityMapResponse(BaseModel):
@@ -478,7 +541,6 @@ class ROICompletionMessage(TypedDict):
 
 class ROICompletionMetadata(TypedDict):
     tags: ReadOnly[tuple[str, ...]]
-    litellm_roi_estimator: ReadOnly[bool]
 
 
 class ROIResponseFormat(TypedDict):
diff --git a/tests/integration/spend/test_roi_branch_spend.py b/tests/integration/spend/test_roi_branch_spend.py
new file mode 100644
index 00000000000..c90aa0073cd
--- /dev/null
+++ b/tests/integration/spend/test_roi_branch_spend.py
@@ -0,0 +1,79 @@
+import json
+import os
+import uuid
+from datetime import date
+from typing import Final
+from urllib.parse import parse_qsl, urlencode, urlsplit, urlunsplit
+
+import psycopg
+import pytest
+from prisma import Prisma
+from psycopg import sql
+
+from litellm.proxy.roi_calculator.branch_spend import read_branch_spend
+
+
+@pytest.mark.asyncio
+async def test_branch_spend_uses_request_tags_once_and_respects_utc_window() -> None:
+    schema: Final = f"integration_roi_{uuid.uuid4().hex}"
+    url: Final = os.environ["DATABASE_URL"]
+    parsed: Final = urlsplit(url)
+    scoped: Final = urlunsplit(parsed._replace(query=urlencode({**dict(parse_qsl(parsed.query)), "schema": schema})))
+    repo: Final = "gitlab.com/group/project"
+    tags: Final = (f"repo:{repo}", "branch:feature/one")
+    rows: Final = (
+        ("2026-09-01 00:00:00", 2, tags),
+        ("2026-09-30 23:59:59.999", 3, tags + tags),
+        ("2026-10-01 00:00:00", 100, tags),
+        ("2026-08-31 23:59:59.999", 100, tags),
+        ("2026-09-15 00:00:00", 100, tags + ("branch:conflict",)),
+        ("2026-09-15 00:00:00", 100, tags + ("repo:gitlab.com/other/project",)),
+        ("2026-09-15 00:00:00", 100, ("branch:feature/one",)),
+        ("2026-09-15 00:00:00", 11, tags + ("litellm-roi-estimator",)),
+        ("2026-09-15 00:00:00", 0, (f"repo:{repo}", "branch:free")),
+        ("2026-09-15 00:00:00", 7, (f"repo:{repo}", "branch:Feature/one")),
+    )
+    with psycopg.connect(url, autocommit=True) as setup:
+        setup.execute(sql.SQL("CREATE SCHEMA {}").format(sql.Identifier(schema)))
+        try:
+            setup.execute(
+                sql.SQL(
+                    'CREATE TABLE {}."LiteLLM_SpendLogs" '
+                    '("startTime" timestamp, spend float, request_tags jsonb, metadata jsonb)'
+                ).format(sql.Identifier(schema))
+            )
+            for timestamp, spend, request_tags in rows:
+                setup.execute(
+                    sql.SQL(
+                        'INSERT INTO {}."LiteLLM_SpendLogs" ("startTime", spend, request_tags) '
+                        'VALUES (%s::timestamp, %s, %s::jsonb)'
+                    ).format(sql.Identifier(schema)),
+                    (timestamp, spend, json.dumps(request_tags)),
+                )
+            for marker, spend, extra_tags in (
+                (True, 100, ()),
+                (True, 100, ("litellm-roi-estimator",)),
+                (False, 13, ("litellm-roi-estimator",)),
+                (None, 100, ("litellm-roi-estimator",)),
+            ):
+                setup.execute(
+                    sql.SQL('INSERT INTO {}."LiteLLM_SpendLogs" VALUES (%s::timestamp, %s, %s::jsonb, %s::jsonb)').format(
+                        sql.Identifier(schema)
+                    ),
+                    (
+                        "2026-09-15 00:00:00",
+                        spend,
+                        json.dumps(tags + extra_tags),
+                        json.dumps({"litellm_roi_estimator": marker}),
+                    ),
+                )
+            database: Final = Prisma(datasource={"url": scoped})
+            await database.connect()
+            try:
+                result: Final = await read_branch_spend(database, date(2026, 9, 1), date(2026, 9, 30), (repo,))
+            finally:
+                await database.disconnect()
+            costs: Final = {row.branch: (row.spend, row.requests) for row in result}
+            assert costs == {"feature/one": (18, 3), "Feature/one": (7, 1), "free": (0, 1)}
+        finally:
+            setup.execute(sql.SQL("DROP SCHEMA {} CASCADE").format(sql.Identifier(schema)))
diff --git a/tests/unit/proxy/management_endpoints/test_roi_calculator_endpoints.py b/tests/unit/proxy/management_endpoints/test_roi_calculator_endpoints.py
index 66b9df69996..938c813f363 100644
--- a/tests/unit/proxy/management_endpoints/test_roi_calculator_endpoints.py
+++ b/tests/unit/proxy/management_endpoints/test_roi_calculator_endpoints.py
@@ -2,20 +2,25 @@ import asyncio
 import json
 from collections.abc import Mapping
 from datetime import datetime, timezone
+from math import isclose
 from types import MappingProxyType
 from typing import Final, cast
 
+import httpx
 import pytest
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
-from fastapi import FastAPI
+from fastapi import FastAPI, Request
 from fastapi.testclient import TestClient
 from pydantic import TypeAdapter
 
 from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
+from litellm.proxy.litellm_pre_call_utils import add_litellm_data_to_request
 from litellm.proxy.management_endpoints.roi_calculator_endpoints import (
     _estimator_models_from_deployments,
+    _gateway_transport,
     _next_update,
+    get_github_transport,
     get_roi_config_repository,
     register_scheduled_sync,
     router,
@@ -23,11 +28,58 @@ from litellm.proxy.management_endpoints.roi_calculator_endpoints import (
 )
 from litellm.proxy.roi_calculator.estimator import estimator_options
 from litellm.proxy.roi_calculator.sample import sample_report
-from litellm.types.roi_calculator import ROIReport, ROISettings, ROISyncStatus
+from litellm.proxy.spend_tracking.spend_tracking_utils import get_logging_payload
+from litellm.types.roi_calculator import ROIReport, ROISettings, ROISummaryResponse, ROISyncStatus
 
 _JSON_HEADERS: Final = MappingProxyType({"content-type": "application/json"})
 
 
+@pytest.mark.asyncio
+@pytest.mark.parametrize("path", ("/v1/chat/completions", "/v1/responses", "/v1/messages"))
+@pytest.mark.parametrize("string_metadata", (False, True))
+async def test_only_internal_estimator_transport_can_mark_persisted_spend(path: str, string_metadata: bool) -> None:
+    from litellm.proxy.proxy_server import ProxyConfig
+
+    app: Final = FastAPI()
+    tags: Final = ("repo:org/repo", "branch:feature", "litellm-roi-estimator")
+    forged: Final = {"tags": tags, "litellm_roi_estimator": True}
+    metadata: Final = json.dumps(forged) if string_metadata else forged
+    body: Final = {"model": "test-model", "metadata": metadata, "litellm_metadata": metadata}
+    now: Final = datetime(2026, 9, 15, tzinfo=timezone.utc)
+
+    @app.post(path)
+    async def log_request(request: Request) -> Mapping[str, object]:
+        data: Final = await add_litellm_data_to_request(
+            data=await request.json(),
+            request=request,
+            user_api_key_dict=UserAPIKeyAuth(api_key="test-key", metadata={"litellm_roi_estimator": True}),
+            proxy_config=ProxyConfig(),
+        )
+        payload: Final = get_logging_payload(
+            kwargs={"model": "test-model", "response_cost": 0.25, "litellm_params": data},
+            response_obj={"id": "test-request", "usage": {"prompt_tokens": 10, "completion_tokens": 5}},
+            start_time=now,
+            end_time=now,
+        )
+        return {
+            "metadata": json.loads(payload["metadata"]),
+            "tags": json.loads(payload["request_tags"]),
+            "spend": payload["spend"],
+        }
+
+    async with (
+        httpx.AsyncClient(transport=_gateway_transport(app), base_url="http://test") as internal,
+        httpx.AsyncClient(transport=httpx.ASGITransport(app=app), base_url="http://test") as external,
+    ):
+        for client, expected in ((external, False), (internal, True), (external, False)):
+            response: Final = await client.post(path, json=body, headers={"x-litellm-roi-estimator": "true"})
+            assert response.status_code == 200
+            logged: Final = response.json()
+            assert logged["metadata"].get("litellm_roi_estimator") is expected
+            assert set(logged["tags"]) == set(tags)
+            assert logged["spend"] == 0.25
+
+
 @pytest.mark.asyncio
 async def test_repeated_startup_keeps_one_roi_schedule() -> None:
     scheduler: Final = AsyncIOScheduler()
@@ -60,7 +112,7 @@ class _ConfigRepository:
 
     async def get_param(self, param_name: str) -> _Parameter | None:
         value: Final = self.values.get(param_name)
-        return _Parameter(value) if value is not None else None
+        return _Parameter(value) if param_name in self.values else None
 
     async def set_param(self, param_name: str, param_value: object) -> object:
         _assert_json_round_trip(param_value)
@@ -68,11 +120,14 @@ class _ConfigRepository:
         return self.values[param_name]
 
 
-def _client(role: LitellmUserRoles, repository: _ConfigRepository) -> TestClient:
+def _client(
+    role: LitellmUserRoles, repository: _ConfigRepository, transport: httpx.AsyncBaseTransport | None = None
+) -> TestClient:
     app: Final = FastAPI()
     app.include_router(router)
     app.dependency_overrides[user_api_key_auth] = lambda: UserAPIKeyAuth(user_role=role)
     app.dependency_overrides[get_roi_config_repository] = lambda: repository
+    app.dependency_overrides[get_github_transport] = lambda: transport
     return TestClient(app)
 
 
@@ -161,6 +216,42 @@ def test_github_api_url_must_use_https() -> None:
     assert not repository.values
 
 
+@pytest.mark.parametrize(
+    "patch", ({"github_api_url": None}, {"gitlab_api_url": None}, {"repos": ["invalid"]}, {"estimator_prompt": " "})
+)
+def test_invalid_connection_settings_are_rejected_without_saving(patch: Mapping[str, object]) -> None:
+    repository: Final = _ConfigRepository()
+    client: Final = _client(LitellmUserRoles.PROXY_ADMIN, repository)
+    assert client.put("/roi-calculator/settings", json=patch).status_code == 422
+    assert not repository.values
+
+
+@pytest.mark.parametrize("upstream_status", (200, 403))
+def test_public_gitlab_repository_browser_and_errors(upstream_status: int) -> None:
+    def respond(request: httpx.Request) -> httpx.Response:
+        assert request.url.path == "/api/v4/projects"
+        assert request.url.params["search"] == "gateway"
+        assert "PRIVATE-TOKEN" not in request.headers
+        return httpx.Response(
+            upstream_status, json=[{"id": 1, "path_with_namespace": "group/gateway"}], headers={"x-next-page": "2"}
+        )
+
+    repository: Final = _ConfigRepository()
+    client: Final = _client(LitellmUserRoles.PROXY_ADMIN, repository, httpx.MockTransport(respond))
+    assert client.put("/roi-calculator/settings", json={"source_provider": "gitlab"}).status_code == 200
+    response: Final = client.get("/roi-calculator/repositories", params={"query": "gateway"})
+    if upstream_status == 200:
+        assert response.status_code == 200
+        assert response.json() == {
+            "repositories": [{"name": "group/gateway", "visibility": "private", "archived": False}],
+            "page": 1,
+            "has_more": True,
+        }
+    else:
+        assert response.status_code == 502
+        assert "HTTP 403" in response.json()["detail"]
+
+
 @pytest.mark.parametrize("role", [LitellmUserRoles.INTERNAL_USER, LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY])
 @pytest.mark.parametrize(
     "method,path,body",
@@ -209,8 +300,16 @@ def test_sample_preview_does_not_change_live_settings_or_report() -> None:
     client: Final = _client(LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY, repository)
     response: Final = client.get("/roi-calculator/report", params={"mode": "demo"})
     assert response.status_code == 200
-    assert response.json()["report"]["mode"] == "demo"
-    assert response.json()["report"]["metrics"]["cost_per_hour"] > 0
+    report: Final = ROISummaryResponse.model_validate(response.json()["report"])
+    assert report.mode == "demo"
+    assert report.metrics.cost_per_hour is not None and report.metrics.cost_per_hour > 0
+    assert all(pull.branch_cost.status == "matched" and (pull.branch_cost.spend or 0) > 0 for pull in report.pulls)
+    assert any(not pull.matched for pull in report.pulls)
+    assert isclose(report.branch_metrics.spend, sum(pull.branch_cost.spend or 0 for pull in report.pulls))
+    assert report.branch_metrics.unlinked_spend > 0
+    assert isclose(
+        report.branch_metrics.total_tagged_spend, report.branch_metrics.spend + report.branch_metrics.unlinked_spend
+    )
     assert not repository.values
     assert client.get("/roi-calculator/report").json()["report"] is None
 
@@ -264,3 +363,51 @@ def test_manual_match_recalculates_saved_report_and_removal_restores_cohort() ->
     assert removed.status_code == 200
     assert not removed.json()["identity_map"]
     assert removed.json()["report"]["metrics"] == before.json()["report"]["metrics"]
+
+
+def test_switching_sources_clears_report_and_identities_and_keeps_tokens_private(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    monkeypatch.setenv("LITELLM_SALT_KEY", "roi-calculator-test-salt-key-0123456789")
+    repository: Final = _ConfigRepository()
+    client: Final = _client(LitellmUserRoles.PROXY_ADMIN, repository)
+    saved: Final = client.put(
+        "/roi-calculator/settings",
+        json={"source_provider": "gitlab", "gitlab_token": "private-gitlab-test", "repos": ["group/subgroup/project"]},
+    )
+    assert saved.status_code == 200
+    assert saved.json()["has_gitlab_token"] is True
+    assert "private-gitlab-test" not in saved.text
+    assert "private-gitlab-test" not in str(repository.values)
+    assert client.get("/roi-calculator/report").json()["report"] is None
+    matched: Final = client.put(
+        "/roi-calculator/identity-map", json={"github_login": "dev.name", "email": "dev@example.test"}
+    )
+    assert matched.status_code == 200
+    assert matched.json()["identity_map"] == {"dev.name": "dev@example.test"}
+    switched: Final = client.put("/roi-calculator/settings", json={"source_provider": "github"})
+    assert switched.status_code == 200
+    assert switched.json()["identity_map"] == {}
+    assert switched.json()["repos"] == []
+    assert client.get("/roi-calculator/report").json()["report"] is None
+    changed_host: Final = client.put(
+        "/roi-calculator/settings",
+        json={"source_provider": "gitlab", "gitlab_api_url": "https://git.example.test/api/v4"},
+    )
+    assert changed_host.json()["has_gitlab_token"] is False
+
+
+def test_old_source_report_is_not_returned_when_matching_new_source_identity() -> None:
+    repository: Final = _ConfigRepository()
+    client: Final = _client(LitellmUserRoles.PROXY_ADMIN, repository)
+    assert client.put("/roi-calculator/settings", json={"source_provider": "gitlab"}).status_code == 200
+    old_report: Final = sample_report(datetime.now(timezone.utc))
+    serialized: Final = TypeAdapter(dict[str, object]).validate_json(TypeAdapter(ROIReport).dump_json(old_report))
+    asyncio.run(repository.set_param("roi_calculator_report", serialized))
+    assert client.get("/roi-calculator/report").json()["report"] is None
+    matched: Final = client.put(
+        "/roi-calculator/identity-map", json={"github_login": "dev.name", "email": "dev@example.test"}
+    )
+    assert matched.status_code == 200
+    assert matched.json()["report"] is None
+    assert matched.json()["identity_map"] == {"dev.name": "dev@example.test"}
diff --git a/tests/unit/proxy/roi_calculator/test_analytics.py b/tests/unit/proxy/roi_calculator/test_analytics.py
index 2968c294b99..9dd4986c7e5 100644
--- a/tests/unit/proxy/roi_calculator/test_analytics.py
+++ b/tests/unit/proxy/roi_calculator/test_analytics.py
@@ -145,3 +145,45 @@ def test_email_normalization_rejects_private_or_unusable_addresses() -> None:
     assert normalize_email("123+alice@users.noreply.github.com") == ""
     assert normalize_email("alice") == ""
     assert normalize_email("") == ""
+
+
+def test_branch_costs_are_independent_of_identity_and_never_count_reused_branches_twice() -> None:
+    from litellm.types.roi_calculator import ROIBranchSpend
+
+    base: Final = _pull(emails=())
+    pulls: Final[tuple[ROIPullRecord, ...]] = (
+        {**base, "number": 1, "source_repo": "gitlab.com/group/repo", "source_branch": "feature"},
+        {**base, "number": 2, "source_repo": "gitlab.com/group/repo", "source_branch": "reused"},
+        {**base, "number": 3, "source_repo": "gitlab.com/group/repo", "source_branch": "reused"},
+        {**base, "number": 4, "source_repo": "gitlab.com/group/repo", "source_branch": "missing"},
+        {**base, "number": 5, "source_repo": "gitlab.com/group/repo", "source_branch": "free"},
+        {
+            **_pull(emails=(), estimate_status="error", hours=None),
+            "number": 6,
+            "source_repo": "gitlab.com/group/repo",
+            "source_branch": "pending",
+        },
+    )
+    report: Final[ROIReport] = {
+        **_report(pulls),
+        "branch_spend": (
+            ROIBranchSpend(repo="gitlab.com/group/repo", branch="feature", spend=12, requests=2),
+            ROIBranchSpend(repo="gitlab.com/group/repo", branch="reused", spend=7, requests=1),
+            ROIBranchSpend(repo="gitlab.com/group/repo", branch="free", spend=0, requests=1),
+            ROIBranchSpend(repo="gitlab.com/group/repo", branch="pending", spend=9, requests=1),
+        ),
+    }
+    result: Final = summarize(report, EMPTY_IDENTITY_MAP)
+    costs: Final = {pull["number"]: pull["branch_cost"] for pull in result["pulls"]}
+    assert costs[1].spend == 12
+    assert costs[2].status == costs[3].status == "ambiguous"
+    assert costs[2].spend is None
+    assert costs[4].spend is None and costs[4].status == "unattributed"
+    assert costs[5].spend == 0 and costs[5].status == "matched"
+    assert result["branch_metrics"].cost_per_hour == 12 / 8
+    assert result["branch_metrics"].unlinked_spend == 16
+    assert result["branch_metrics"].matched_pulls == 3
+    assert result["branch_metrics"].spend == 12
+    assert result["metrics"]["matched_spend"] == 0
+    incomplete: Final = summarize({**report, "unavailable_repos": ("other/repo",)}, EMPTY_IDENTITY_MAP)
+    assert incomplete["branch_metrics"].cost_per_hour is None
diff --git a/tests/unit/proxy/roi_calculator/test_branch_spend.py b/tests/unit/proxy/roi_calculator/test_branch_spend.py
new file mode 100644
index 00000000000..ac3f49ebc57
--- /dev/null
+++ b/tests/unit/proxy/roi_calculator/test_branch_spend.py
@@ -0,0 +1,32 @@
+import json
+from datetime import date
+from typing import Final
+
+import pytest
+
+from litellm.proxy.roi_calculator.branch_spend import read_branch_spend
+from litellm.types.roi_calculator import ROIBranchSpend
+
+
+class _SpendDatabase:
+    async def query_raw(self, query: str, *args: object) -> object:
+        assert args == (
+            "2026-01-31T00:00:00+00:00",
+            "2026-02-01T00:00:00+00:00",
+            json.dumps(("gitlab.com/group/project",)),
+            False,
+        )
+        return [{"repo": "gitlab.com/group/project", "branch": "feature", "spend": 0.000027, "requests": 3}]
+
+
+@pytest.mark.asyncio
+async def test_branch_spend_includes_the_final_utc_day_and_preserves_fractional_costs() -> None:
+    result: Final = await read_branch_spend(
+        _SpendDatabase(), date(2026, 1, 31), date(2026, 1, 31), ("gitlab.com/group/project",)
+    )
+    assert result == (ROIBranchSpend(repo="gitlab.com/group/project", branch="feature", spend=0.000027, requests=3),)
+
+
+@pytest.mark.asyncio
+async def test_no_repositories_returns_no_spend_without_querying_the_database() -> None:
+    assert await read_branch_spend(_SpendDatabase(), date(2026, 1, 1), date(2026, 1, 31), ()) == ()
diff --git a/tests/unit/proxy/roi_calculator/test_gitlab.py b/tests/unit/proxy/roi_calculator/test_gitlab.py
new file mode 100644
index 00000000000..260a1bd9b7e
--- /dev/null
+++ b/tests/unit/proxy/roi_calculator/test_gitlab.py
@@ -0,0 +1,281 @@
+import asyncio
+from datetime import date
+from typing import Final
+
+import httpx
+import pytest
+from pydantic import SecretStr
+
+from litellm.proxy.roi_calculator.estimator import metadata_evidence
+from litellm.proxy.roi_calculator.github import GitHubPullListItem, SourceError
+from litellm.proxy.roi_calculator.gitlab import GitLab
+from litellm.types.roi_calculator import ROISettings
+
+
+@pytest.mark.asyncio
+async def test_fork_lookups_overlap_with_a_bounded_number_of_requests() -> None:
+    started: Final[asyncio.Queue[int]] = asyncio.Queue()
+    release: Final = tuple(asyncio.Event() for _ in range(9))
+    source_ids: Final = (*range(2, 11), 3)
+
+    async def respond(request: httpx.Request) -> httpx.Response:
+        if request.url.path.endswith("/projects/group/repo"):
+            return httpx.Response(200, json={"id": 1, "path_with_namespace": "group/repo"})
+        if request.url.path.endswith("/merge_requests"):
+            return httpx.Response(
+                200,
+                json=[
+                    {
+                        "iid": index,
+                        "title": "Fix parser",
+                        "web_url": f"https://gitlab.com/group/repo/-/merge_requests/{index}",
+                        "author": {"username": "dev"},
+                        "merged_at": "2026-09-30T12:00:00Z",
+                        "updated_at": "2026-09-30T12:00:00Z",
+                        "source_branch": f"fix/{index}",
+                        "source_project_id": source_id,
+                    }
+                    for index, source_id in enumerate(source_ids)
+                ],
+            )
+        project_id: Final = int(request.url.path.rsplit("/", 1)[1])
+        started.put_nowait(project_id)
+        await release[project_id - 2].wait()
+        if project_id == 3:
+            return httpx.Response(404)
+        return httpx.Response(200, json={"id": project_id, "path_with_namespace": f"fork-{project_id}/repo"})
+
+    source: Final = GitLab(ROISettings(source_provider="gitlab"), httpx.MockTransport(respond))
+    pending: Final = asyncio.create_task(source.pulls("group/repo", date(2026, 9, 1), date(2026, 9, 30)))
+    try:
+        first_wave: Final = tuple([await asyncio.wait_for(started.get(), timeout=1) for _ in range(8)])
+        assert len(set(first_wave)) == 8
+        assert started.empty()
+        release[first_wave[0] - 2].set()
+        next_id: Final = await asyncio.wait_for(started.get(), timeout=1)
+        assert next_id not in first_wave
+        for event in release:
+            event.set()
+        pulls: Final = await asyncio.wait_for(pending, timeout=1)
+        assert tuple(pull.head.repo.full_name if pull.head and pull.head.repo else None for pull in pulls) == tuple(
+            None if source_id == 3 else f"fork-{source_id}/repo" for source_id in source_ids
+        )
+        assert started.empty()
+    finally:
+        for event in release:
+            event.set()
+        pending.cancel()
+        await asyncio.gather(pending, return_exceptions=True)
+        await source.close()
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("missing_fork,source_id", ((False, 2), (True, 2), (False, None)))
+async def test_gitlab_paginates_nested_projects_and_keeps_source_code_out_of_estimates(
+    missing_fork: bool, source_id: int | None
+) -> None:
+    def respond(request: httpx.Request) -> httpx.Response:
+        assert request.headers["PRIVATE-TOKEN"] == "test-only-token"
+        assert request.url.host == "git.example.test"
+        path: Final = request.url.path
+        detail: Final = {
+            "iid": 8,
+            "title": "Fix parser",
+            "description": "Handle empty input",
+            "web_url": "https://git.example.test/g/sub/p/-/merge_requests/8",
+            "author": {"username": "dev.name"},
+            "merged_at": "2026-09-30T23:59:59Z",
+            "updated_at": "2026-10-01T00:00:00Z",
+            "sha": "sha",
+            "source_branch": "fix/parser",
+            "source_project_id": source_id,
+            "changes_count": "1",
+        }
+        if path.endswith("/projects/g/sub/p"):
+            assert "%2F" in str(request.url)
+            return httpx.Response(200, json={"id": 1, "path_with_namespace": "g/sub/p"})
+        if path.endswith("/projects/2"):
+            return (
+                httpx.Response(404)
+                if missing_fork
+                else httpx.Response(200, json={"id": 2, "path_with_namespace": "dev/fork"})
+            )
+        if path.endswith("/merge_requests"):
+            assert request.url.params["scope"] == "all"
+            if request.url.params["page"] == "1":
+                return httpx.Response(
+                    200, json=[{**detail, "iid": 7, "merged_at": "2026-10-01T00:00:00Z"}], headers={"x-next-page": "2"}
+                )
+            return httpx.Response(200, json=[detail])
+        if path.endswith("/merge_requests/8"):
+            return httpx.Response(200, json=detail)
+        if path.endswith("/diffs"):
+            return httpx.Response(
+                200,
+                json=[
+                    {
+                        "new_path": "parser.py",
+                        "old_path": "parser.py",
+                        "diff": "@@ -1 +1 @@\n---old-code\n+++private-code",
+                    }
+                ],
+            )
+        if path.endswith("/commits"):
+            return httpx.Response(
+                200, json=[{"id": "sha", "message": "Fix empty input", "author_email": "untrusted@example.test"}]
+            )
+        if path.endswith("/users"):
+            return httpx.Response(200, json=[{"username": "dev.name", "public_email": "dev@example.test"}])
+        raise AssertionError(path)
+
+    settings: Final = ROISettings(
+        source_provider="gitlab",
+        gitlab_api_url="https://git.example.test/api/v4",
+        gitlab_token=SecretStr("test-only-token"),
+        repos=("g/sub/p",),
+    )
+    client: Final = GitLab(settings, httpx.MockTransport(respond))
+    try:
+        pulls: Final = await client.pulls("g/sub/p", date(2026, 9, 1), date(2026, 9, 30))
+        assert tuple(pull.number for pull in pulls) == (8,)
+        evidence: Final = await client.evidence("g/sub/p", pulls[0])
+        assert evidence["source_repo"] == ("" if missing_fork or source_id is None else "git.example.test/dev/fork")
+        assert evidence["source_branch"] == "fix/parser"
+        assert evidence["emails"] == ("dev@example.test",)
+        assert evidence["commit_emails"] == ()
+        assert (evidence["additions"], evidence["deletions"]) == (1, 1)
+        assert not evidence["incomplete_metadata"]
+        assert "private-code" not in metadata_evidence(evidence).model_dump_json()
+    finally:
+        await client.close()
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("status", (301, 401, 403, 404))
+async def test_gitlab_errors_do_not_follow_redirects_or_disclose_upstream_content(status: int) -> None:
+    def respond(request: httpx.Request) -> httpx.Response:
+        assert request.url.host == "gitlab.com"
+        return httpx.Response(status, text="secret-upstream-response", headers={"location": "https://untrusted.test/"})
+
+    source: Final = GitLab(ROISettings(source_provider="gitlab"), httpx.MockTransport(respond))
+    try:
+        with pytest.raises(SourceError, match=f"HTTP {status}") as error:
+            await source.test_repositories(("group/project",))
+        assert "secret-upstream-response" not in str(error.value)
+    finally:
+        await source.close()
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("token", ("", "test-token"))
+async def test_gitlab_repository_browser_preserves_visibility_pagination_and_membership(token: str) -> None:
+    def respond(request: httpx.Request) -> httpx.Response:
+        assert request.url.params["search"] == "gateway"
+        assert request.url.params["page"] == "2"
+        assert (request.url.params.get("membership") == "true") == bool(token)
+        return httpx.Response(
+            200,
+            json=[
+                {
+                    "id": 1,
+                    "path_with_namespace": "group/sub/gateway",
+                    "visibility": "internal",
+                    "archived": True,
+                }
+            ],
+            headers={"link": '<https://gitlab.com/api/v4/projects?page=3>; rel="next"'},
+        )
+
+    source: Final = GitLab(
+        ROISettings(source_provider="gitlab", gitlab_token=SecretStr(token)), httpx.MockTransport(respond)
+    )
+    try:
+        assert await source.repositories("gateway", 2) == ((("group/sub/gateway", "internal", True),), True)
+    finally:
+        await source.close()
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "resource,message",
+    (
+        ("projects", "page of results"),
+        ("projects/group/repo", "project details"),
+        ("projects/1/merge_requests/8", "merge request details"),
+    ),
+)
+async def test_gitlab_rejects_malformed_responses(resource: str, message: str) -> None:
+    def respond(request: httpx.Request) -> httpx.Response:
+        if request.url.path.endswith("/" + resource):
+            return httpx.Response(200, json={"private-error": "must not be disclosed"})
+        return httpx.Response(200, json={"id": 1, "path_with_namespace": "group/repo"})
+
+    source: Final = GitLab(ROISettings(source_provider="gitlab"), httpx.MockTransport(respond))
+    operation: Final = (
+        source.repositories()
+        if resource == "projects"
+        else source.test_repositories(("group/repo",))
+        if resource == "projects/group/repo"
+        else source.evidence("group/repo", GitHubPullListItem(number=8, title="Fix", updated_at="2026-09-30"))
+    )
+    try:
+        with pytest.raises(SourceError, match=message):
+            await operation
+    finally:
+        await source.close()
+
+
+@pytest.mark.asyncio
+async def test_gitlab_connection_failure_is_sanitized_and_profile_uses_fallback() -> None:
+    def respond(request: httpx.Request) -> httpx.Response:
+        raise httpx.ConnectError("private host detail", request=request)
+
+    source: Final = GitLab(ROISettings(source_provider="gitlab"), httpx.MockTransport(respond))
+    try:
+        with pytest.raises(SourceError, match="Could not reach GitLab") as error:
+            await source.repositories()
+        assert "private host detail" not in str(error.value)
+        assert await source.profile_email("alice", fallback="known@example.test") == "known@example.test"
+    finally:
+        await source.close()
+
+
+@pytest.mark.asyncio
+async def test_gitlab_stops_an_endless_pagination_response() -> None:
+    def respond(request: httpx.Request) -> httpx.Response:
+        if request.url.path.endswith("/projects/group/repo"):
+            return httpx.Response(200, json={"id": 1, "path_with_namespace": "group/repo"})
+        assert int(request.url.params["page"]) <= 100
+        return httpx.Response(200, json=[], headers={"x-next-page": "101"})
+
+    source: Final = GitLab(ROISettings(source_provider="gitlab"), httpx.MockTransport(respond))
+    try:
+        with pytest.raises(SourceError, match="pagination limit"):
+            await source.pulls("group/repo", date(2026, 9, 1), date(2026, 9, 30))
+    finally:
+        await source.close()
+
+
+@pytest.mark.asyncio
+async def test_gitlab_retries_transient_errors_and_checks_merge_request_access() -> None:
+    statuses: Final = iter((429, 503, 200))
+    reads: Final = iter(("/api/v4/projects/group/repo", "/api/v4/projects/1/merge_requests"))
+
+    def respond(request: httpx.Request) -> httpx.Response:
+        if request.url.path.endswith("/projects/group/repo"):
+            status: Final = next(statuses)
+            if status != 200:
+                return httpx.Response(status)
+            assert request.url.path == next(reads)
+            return httpx.Response(200, json={"id": 1, "path_with_namespace": "group/repo"})
+        assert request.url.path == next(reads)
+        assert request.url.params["state"] == "merged"
+        return httpx.Response(200, json=[])
+
+    source: Final = GitLab(ROISettings(source_provider="gitlab"), httpx.MockTransport(respond))
+    try:
+        await source.test_repositories(("group/repo",))
+        assert next(reads, None) is None
+        assert next(statuses, None) is None
+    finally:
+        await source.close()
diff --git a/tests/unit/proxy/roi_calculator/test_sync.py b/tests/unit/proxy/roi_calculator/test_sync.py
index f58bc396d94..a0749f230fa 100644
--- a/tests/unit/proxy/roi_calculator/test_sync.py
+++ b/tests/unit/proxy/roi_calculator/test_sync.py
@@ -14,6 +14,7 @@ from litellm.proxy.roi_calculator.estimator import CompletionCaller
 from litellm.proxy.roi_calculator.github import GitHubPullListItem
 from litellm.proxy.roi_calculator.sync import SpendReader, SyncManager, read_spend
 from litellm.types.roi_calculator import (
+    ROIBranchSpend,
     ROICompletionRequest,
     ROIReport,
     ROISettings,
@@ -28,7 +29,7 @@ _PULL_LIST_JSON: Final = """[
     "body": "Preserve UTC behavior.",
     "merged_at": "2026-09-12T12:00:00Z",
     "updated_at": "2026-09-12T12:00:00Z",
-    "head": {"sha": "abcdef"},
+    "head": {"sha": "abcdef", "ref": "feature", "repo": {"full_name": "org/repo"}},
     "user": {"login": "alice"}
   }
 ]"""
@@ -39,7 +40,7 @@ _PULL_DETAIL_JSON: Final = """{
   "html_url": "https://github.com/org/repo/pull/42",
   "user": {"login": "alice"},
   "merged_at": "2026-09-12T12:00:00Z",
-  "head": {"sha": "abcdef"},
+  "head": {"sha": "abcdef", "ref": "feature", "repo": {"full_name": "org/repo"}},
   "additions": 1,
   "deletions": 1,
   "changed_files": 1,
@@ -242,10 +243,116 @@ async def test_unchanged_estimated_pull_refreshes_identity_without_model_call()
     assert manager.status.reused == 1
     report: Final = TypeAdapter(ROIReport).validate_python(repository.values["roi_calculator_report"])
     assert report["pulls"][0]["estimate"].get("cached") is True
+    assert report["pulls"][0]["source_branch"] == "feature"
+    assert report["pulls"][0]["source_repo"] == "github.com/org/repo"
     assert report["pulls"][0]["profile_email"] == "new@example.com"
     assert report["pulls"][0]["emails"] == ("alice@example.com", "new@example.com")
 
 
+def _gitlab_transport(source_path: str | None, *, details_fail: bool = False) -> httpx.MockTransport:
+    detail: Final = {
+        "iid": 42,
+        "title": "Fix timezone conversion",
+        "description": "Preserve UTC behavior.",
+        "web_url": "https://gitlab.com/org/repo/-/merge_requests/42",
+        "author": {"username": "alice"},
+        "merged_at": "2026-09-12T12:00:00Z",
+        "updated_at": "2026-09-12T12:00:00Z",
+        "sha": "abcdef",
+        "source_branch": "feature",
+        "source_project_id": 2,
+        "changes_count": "1",
+    }
+
+    def respond(request: httpx.Request) -> httpx.Response:
+        path: Final = request.url.path
+        if path.endswith("/projects/org/repo"):
+            return httpx.Response(200, json={"id": 1, "path_with_namespace": "org/repo"})
+        if path.endswith("/projects/2"):
+            return (
+                httpx.Response(200, json={"id": 2, "path_with_namespace": source_path})
+                if source_path
+                else httpx.Response(404)
+            )
+        if path.endswith("/merge_requests"):
+            return httpx.Response(
+                200, json=[detail, {**detail, "iid": 43, "source_branch": "other"}] if details_fail else [detail]
+            )
+        if path.endswith("/merge_requests/43"):
+            return httpx.Response(200, json={**detail, "iid": 43, "source_branch": "other"})
+        if path.endswith("/merge_requests/42"):
+            return httpx.Response(404) if details_fail else httpx.Response(200, json=detail)
+        if path.endswith("/diffs"):
+            return httpx.Response(200, json=[{"new_path": "time.py", "old_path": "time.py", "diff": "+fixed"}])
+        if path.endswith("/commits"):
+            return httpx.Response(200, json=[{"id": "abcdef", "message": "Fix timezone conversion"}])
+        if path.endswith("/users"):
+            return httpx.Response(200, json=[{"username": "alice", "public_email": "alice@example.com"}])
+        raise AssertionError(path)
+
+    return httpx.MockTransport(respond)
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("before,after", [(None, "dev/fork"), ("dev/fork", None), ("dev/fork", "dev/renamed")])
+async def test_gitlab_cache_refreshes_branch_attribution_when_source_access_changes(
+    before: str | None, after: str | None
+) -> None:
+    settings: Final = _settings().model_copy(update={"source_provider": "gitlab"})
+    repository: Final = _ReportRepository()
+    manager: Final = SyncManager(clock=_fixed_now)
+
+    async def branch_spend(start: date, end: date, repos: tuple[str, ...]) -> tuple[ROIBranchSpend, ...]:
+        return (ROIBranchSpend(repo="gitlab.com/" + (after or "dev/fork"), branch="feature", spend=2.5, requests=3),)
+
+    assert await manager.start(settings, repository, _spend_reader(), _completion(), _gitlab_transport(before))
+    await _wait_until_finished(manager)
+    assert manager.status.phase == "complete"
+    assert await manager.start(
+        settings, repository, _spend_reader(), _completion(), _gitlab_transport(after), branch_spend_reader=branch_spend
+    )
+    await _wait_until_finished(manager)
+    assert manager.status.phase == "complete"
+    report: Final = TypeAdapter(ROIReport).validate_python(repository.values["roi_calculator_report"])
+    assert report["pulls"][0]["source_repo"] == ("gitlab.com/" + after if after else "")
+    result: Final = summarize(report, {})
+    assert result["pulls"][0]["branch_cost"].status == ("matched" if after else "unattributed")
+
+    async def unexpected_completion(request: ROICompletionRequest) -> object:
+        raise AssertionError("Unchanged source metadata must reuse the estimate")
+
+    assert await manager.start(settings, repository, _spend_reader(), unexpected_completion, _gitlab_transport(after))
+    await _wait_until_finished(manager)
+    assert manager.status.phase == "complete"
+    assert manager.status.reused == 1
+
+
+@pytest.mark.asyncio
+async def test_unreadable_gitlab_details_keep_known_branch_costs() -> None:
+    repository: Final = _ReportRepository()
+    manager: Final = SyncManager(clock=_fixed_now)
+    settings: Final = _settings().model_copy(update={"source_provider": "gitlab"})
+
+    async def branch_spend(start: date, end: date, repos: tuple[str, ...]) -> tuple[ROIBranchSpend, ...]:
+        return (ROIBranchSpend(repo="gitlab.com/dev/fork", branch="feature", spend=2.5, requests=3),)
+
+    assert await manager.start(
+        settings,
+        repository,
+        _spend_reader(),
+        _completion(),
+        _gitlab_transport("dev/fork", details_fail=True),
+        branch_spend_reader=branch_spend,
+    )
+    await _wait_until_finished(manager)
+    report: Final = TypeAdapter(ROIReport).validate_python(repository.values["roi_calculator_report"])
+    result: Final = summarize(report, {})
+    assert result["pulls"][0]["branch_cost"].spend == 2.5
+    assert result["pulls"][0]["estimate"]["status"] == "needs_review"
+    assert result["branch_metrics"].matched_pulls == 1
+    assert result["branch_metrics"].cost_per_hour is None
+
+
 @pytest.mark.asyncio
 async def test_read_spend_joins_user_emails_and_preserves_unmatched_identities() -> None:
     spend: Final = await read_spend(
@@ -461,6 +568,8 @@ async def test_one_unreadable_pr_preserves_other_estimates_in_report() -> None:
     assert manager.status.phase == "complete"
     assert manager.status.estimated == 1
     assert manager.status.needs_attention == 1
+    assert report["pulls"][1]["source_repo"] == "github.com/org/repo"
+    assert report["pulls"][1]["source_branch"] == "feature"
 
 
 def _repository_outage_transport(
diff --git a/tests/unit/proxy/spend_tracking/test_spend_tracking_utils.py b/tests/unit/proxy/spend_tracking/test_spend_tracking_utils.py
index 7a6b933d86e..a3de9328437 100644
--- a/tests/unit/proxy/spend_tracking/test_spend_tracking_utils.py
+++ b/tests/unit/proxy/spend_tracking/test_spend_tracking_utils.py
@@ -3530,6 +3530,24 @@ def test_get_spend_logs_metadata_keeps_user_agent():
     assert _get_spend_logs_metadata(None)["user_agent"] is None
 
 
+@pytest.mark.parametrize(
+    "metadata,expected",
+    (
+        (None, False),
+        ({}, False),
+        ({"tags": ["litellm-roi-estimator"]}, False),
+        ({"litellm_roi_estimator": None}, False),
+        ({"litellm_roi_estimator": "true"}, False),
+        ({"litellm_roi_estimator": False}, False),
+        ({"litellm_roi_estimator": True}, True),
+    ),
+)
+def test_new_spend_logs_always_have_an_explicit_roi_estimator_marker(
+    metadata: dict[str, object] | None, expected: bool
+) -> None:
+    assert _get_spend_logs_metadata(metadata)["litellm_roi_estimator"] is expected
+
+
 @pytest.mark.parametrize(
     "client_sent_oauth_token, custom_llm_provider, expected",
     [
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorDialogs.tsx b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorDialogs.tsx
index 91626a41268..39d7ef582ef 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorDialogs.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorDialogs.tsx
@@ -14,7 +14,7 @@ import {
 } from "@/components/ui/dialog";
 import { Input } from "@/components/ui/input";
 import { Label } from "@/components/ui/label";
-import { effortNote, estimateLabel } from "./roiCalculatorData";
+import { effortNote, estimateLabel, branchCostLabel } from "./roiCalculatorData";
 import type { ROIIdentityMapUpdate, ROIPull, ROISummary } from "./roiCalculatorData";
 import type { ROIPerson } from "./roiCalculatorData";
 
@@ -29,28 +29,37 @@ export function PullReasoningDialog({
   summary: ROISummary | null;
   onClose: () => void;
 }) {
+  const titleRef = React.useRef<HTMLHeadingElement>(null);
   return (
     <Dialog open={Boolean(pull)} onOpenChange={(open) => !open && onClose()}>
-      <DialogContent className="max-h-[85dvh] overflow-y-auto sm:max-w-xl">
+      <DialogContent className="max-h-[85dvh] overflow-y-auto sm:max-w-2xl" initialFocus={titleRef}>
         {pull && (
           <>
             <DialogHeader>
-              <DialogTitle>{pull.title}</DialogTitle>
+              <DialogTitle ref={titleRef} tabIndex={-1} className="pr-8 text-lg leading-6">
+                {pull.title}
+              </DialogTitle>
               <DialogDescription>
                 {pull.repo} #{pull.number} · {pull.login}
               </DialogDescription>
             </DialogHeader>
-            <div>
-              <p className="text-sm text-muted-foreground">Estimated engineering hours</p>
-              <p className="mt-2 text-3xl font-semibold tabular-nums">{estimateLabel(pull.estimate)}</p>
-              <p className="mt-2 text-xs text-muted-foreground">
+            <div className="space-y-3">
+              <dl className="grid grid-cols-2 gap-4 rounded-lg border bg-muted/20 p-4">
+                <div className="space-y-2">
+                  <dt className="text-xs text-muted-foreground">Estimated effort</dt>
+                  <dd className="text-2xl font-semibold tabular-nums">{estimateLabel(pull.estimate)}</dd>
+                </div>
+                <div className="space-y-2">
+                  <dt className="text-xs text-muted-foreground">Recorded AI cost</dt>
+                  <dd className="text-xl font-semibold tabular-nums">{branchCostLabel(pull)}</dd>
+                  {pull.branch_cost?.status === "matched" && (
+                    <dd className="text-xs text-muted-foreground">{pull.branch_cost.requests} requests</dd>
+                  )}
+                </div>
+              </dl>
+              <p className="text-xs leading-5 text-muted-foreground">
                 {effortNote(pull.estimate.effort_basis ?? summary?.effort_basis)}
               </p>
-              {pull.estimate.evidence_source === "pr_metadata" && (
-                <p className="mt-1 text-xs text-muted-foreground">
-                  Based on PR descriptions, file change counts, and commit metadata.
-                </p>
-              )}
             </div>
             <section>
               <h3 className="mb-2 font-medium">Reasoning</h3>
@@ -66,6 +75,34 @@ export function PullReasoningDialog({
               <dt className="text-muted-foreground">Email match</dt>
               <dd>{pull.email || "Not matched"}</dd>
             </dl>
+            <section className="space-y-2 border-t pt-4 text-sm">
+              <h3 className="font-medium">Track costs for this branch</h3>
+              {pull.branch_cost?.status === "matched" && (
+                <p className="text-muted-foreground">
+                  {pull.branch_cost.spend?.toFixed(8)} USD across {pull.branch_cost.requests} requests
+                </p>
+              )}
+              {pull.source_repo && pull.source_branch ? (
+                <>
+                  <p className="text-muted-foreground">Send both tags with each gateway request from this branch:</p>
+                  <pre className="overflow-x-auto rounded-md bg-muted p-3 text-xs">
+                    {JSON.stringify(
+                      { metadata: { tags: [`repo:${pull.source_repo}`, `branch:${pull.source_branch}`] } },
+                      null,
+                      2,
+                    )}
+                  </pre>
+                  <p className="text-xs text-muted-foreground">
+                    Retained requests in the report’s UTC period. Branch names are case-sensitive. Reused branches
+                    cannot be split between changes.
+                  </p>
+                </>
+              ) : (
+                <p className="text-muted-foreground">
+                  The source repository or branch is unavailable. Sync again to refresh its metadata.
+                </p>
+              )}
+            </section>
             {summary?.estimator_prompt && (
               <details className="rounded-md border p-3">
                 <summary className="cursor-pointer font-medium">Estimator prompt</summary>
@@ -80,7 +117,7 @@ export function PullReasoningDialog({
                   target="_blank"
                   rel="noopener noreferrer"
                 >
-                  View on GitHub
+                  View on {summary?.source_provider === "gitlab" ? "GitLab" : "GitHub"}
                 </a>
               )}
             </DialogFooter>
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorView.integration.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorView.integration.test.tsx
index 1501938e9c5..8cd3e47f296 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorView.integration.test.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorView.integration.test.tsx
@@ -1,6 +1,5 @@
-import { fireEvent, render, screen, waitFor } from "@testing-library/react";
+import { act, fireEvent, render, screen, waitFor } from "@testing-library/react";
 import { beforeEach, describe, expect, it, vi } from "vitest";
-import type { ReactNode } from "react";
 
 import { apiClient } from "@/components/networking";
 import ROICalculatorView from "./ROICalculatorView";
@@ -13,21 +12,6 @@ vi.mock("@/components/networking", () => ({
     put: vi.fn(),
   },
 }));
-vi.mock("@/components/ui/chart", () => ({
-  ChartContainer: ({ children }: { children: ReactNode }) => <div>{children}</div>,
-  ChartLegend: () => null,
-  ChartLegendContent: () => null,
-  ChartTooltip: () => null,
-  ChartTooltipContent: () => null,
-}));
-vi.mock("recharts", () => ({
-  Bar: () => null,
-  CartesianGrid: () => null,
-  ComposedChart: ({ children }: { children: ReactNode }) => <div>{children}</div>,
-  Line: () => null,
-  XAxis: () => null,
-  YAxis: () => null,
-}));
 
 const summary = {
   id: null,
@@ -73,6 +57,15 @@ const summary = {
   pulls: [
     {
       repo: "org/repo",
+      source_repo: "github.com/org/repo",
+      source_branch: "feature/routing",
+      branch_cost: {
+        repo: "github.com/org/repo",
+        branch: "feature/routing",
+        status: "matched",
+        spend: 8,
+        requests: 12,
+      },
       number: 42,
       title: "Improve request routing",
       url: "https://github.com/org/repo/pull/42",
@@ -131,6 +124,7 @@ const idleStatus = {
 
 describe("ROICalculatorView", () => {
   beforeEach(() => {
+    window.history.replaceState(null, "", "/roi-calculator/");
     vi.mocked(apiClient.get).mockReset();
     vi.mocked(apiClient.put).mockReset();
     vi.mocked(apiClient.post).mockReset();
@@ -145,8 +139,8 @@ describe("ROICalculatorView", () => {
   it("shows the spend summary and opens an accessible pull reasoning dialog", async () => {
     render(<ROICalculatorView accessToken="token" />);
 
-    expect(await screen.findByText("Spend per estimated engineering hour")).toBeInTheDocument();
-    expect(screen.getByText("$3.00")).toBeInTheDocument();
+    expect(await screen.findByText("Gateway AI cost")).toBeInTheDocument();
+    expect(screen.getByText("$20.00")).toBeInTheDocument();
     fireEvent.click(screen.getByRole("button", { name: "Open estimate for org/repo pull request 42" }));
 
     expect(await screen.findByRole("dialog")).toBeInTheDocument();
@@ -157,6 +151,19 @@ describe("ROICalculatorView", () => {
     );
   });
 
+  it("separates the overview, people, and branch reports into three tabs", async () => {
+    render(<ROICalculatorView accessToken="token" />);
+    expect(await screen.findByRole("heading", { name: "Where AI costs are matched" })).toBeVisible();
+    fireEvent.click(screen.getByRole("tab", { name: "Branches" }));
+    expect(screen.getByRole("heading", { name: "Costs by branch" })).toBeVisible();
+    expect(screen.getByRole("cell", { name: "$8.00" })).toBeVisible();
+    fireEvent.click(screen.getByRole("tab", { name: "People" }));
+    expect(screen.getByRole("heading", { name: "People and account matches" })).toBeVisible();
+    fireEvent.click(screen.getByRole("tab", { name: "Overview" }));
+    expect(screen.getByRole("heading", { name: "Highest-cost changes" })).toBeVisible();
+    expect(screen.queryByRole("radio")).not.toBeInTheDocument();
+  });
+
   it("shows incomplete repository results without a spend-per-hour figure", async () => {
     const warning = "Incomplete report: could not read org/unavailable. Spend-per-hour figures are unavailable.";
     vi.mocked(apiClient.get).mockImplementation((path: string) => {
@@ -179,7 +186,8 @@ describe("ROICalculatorView", () => {
     expect(await screen.findByRole("alert")).toHaveTextContent(warning);
     expect(screen.getByRole("button", { name: "Open estimate for org/repo pull request 42" })).toBeInTheDocument();
     expect(screen.queryByText("$3.00")).not.toBeInTheDocument();
-    fireEvent.click(screen.getByText("Calculation details"));
+    fireEvent.click(screen.getByRole("tab", { name: "People" }));
+    fireEvent.click(screen.getByText("How this is calculated"));
     expect(
       screen.getByText("Spend per estimated hour is unavailable until all selected repositories can be read."),
     ).toBeVisible();
@@ -201,7 +209,7 @@ describe("ROICalculatorView", () => {
 
     render(<ROICalculatorView accessToken="token" userRole="Admin" isViewOnly />);
 
-    expect(await screen.findByText("Spend per estimated engineering hour")).toBeInTheDocument();
+    expect(await screen.findByText("Gateway AI cost")).toBeInTheDocument();
     expect(screen.getByRole("note")).toHaveTextContent("Read-only access");
     expect(screen.queryByRole("button", { name: "Run analysis" })).not.toBeInTheDocument();
     expect(screen.queryByRole("button", { name: "Cancel sync" })).not.toBeInTheDocument();
@@ -210,8 +218,8 @@ describe("ROICalculatorView", () => {
     expect(screen.getByText("alice-work")).toBeInTheDocument();
     expect(screen.queryByRole("button", { name: "alice-work" })).not.toBeInTheDocument();
 
-    fireEvent.click(screen.getByRole("tab", { name: "Settings" }));
-    expect(screen.getByLabelText("GitHub token")).toBeDisabled();
+    fireEvent.click(screen.getByRole("button", { name: "Settings" }));
+    expect(screen.getByLabelText("GitHub token (optional for public repositories)")).toBeDisabled();
     expect(screen.queryByRole("button", { name: "Save settings" })).not.toBeInTheDocument();
     expect(screen.queryByRole("button", { name: "Run analysis" })).not.toBeInTheDocument();
   });
@@ -244,9 +252,119 @@ describe("ROICalculatorView", () => {
 
     render(<ROICalculatorView accessToken="token" />);
 
-    expect(await screen.findByRole("heading", { name: "Connect GitHub to get started" })).toBeInTheDocument();
-    expect(screen.getByLabelText("GitHub token")).toHaveAttribute("type", "password");
-    expect(screen.getAllByText("Connect GitHub to get started")).toHaveLength(1);
+    expect(await screen.findByRole("heading", { name: "Connect your repositories" })).toBeInTheDocument();
+    expect(screen.getByLabelText("GitHub token (optional for public repositories)")).toHaveAttribute(
+      "type",
+      "password",
+    );
+    expect(screen.getAllByText("Connect your repositories")).toHaveLength(1);
+  });
+
+  it.each(["github", "gitlab"])("only permits unauthenticated repository browsing for GitLab: %s", async (provider) => {
+    const publicSettings = {
+      ...settings,
+      source_provider: provider,
+      gitlab_api_url: "https://gitlab.com/api/v4",
+      has_github_token: false,
+      has_gitlab_token: false,
+    };
+    vi.mocked(apiClient.get).mockImplementation((path: string) => {
+      if (path === "/roi-calculator/settings") {
+        return Promise.resolve(publicSettings);
+      }
+      if (path === "/roi-calculator/report") return Promise.resolve({ report: summary });
+      return Promise.resolve(idleStatus);
+    });
+    render(<ROICalculatorView accessToken="token" />);
+    fireEvent.click(await screen.findByRole("button", { name: "Settings" }));
+    const load = screen.getByRole("button", { name: "Load repositories" });
+    if (provider === "github") expect(load).toBeDisabled();
+    else expect(load).toBeEnabled();
+    expect(screen.getByRole("textbox", { name: "Repository name" })).toBeEnabled();
+  });
+
+  it("closes the old settings dialog when saving a different source", async () => {
+    const gitlabSettings = {
+      ...settings,
+      source_provider: "gitlab",
+      gitlab_api_url: "https://gitlab.com/api/v4",
+      has_gitlab_token: false,
+      repos: [],
+      ready: false,
+    };
+    vi.mocked(apiClient.put).mockResolvedValue(gitlabSettings);
+    render(<ROICalculatorView accessToken="token" />);
+    fireEvent.click(await screen.findByRole("button", { name: "Settings" }));
+    fireEvent.change(screen.getByLabelText("Repository source"), { target: { value: "gitlab" } });
+    fireEvent.click(screen.getByRole("button", { name: "Save settings" }));
+    expect(await screen.findByRole("heading", { name: "Connect your repositories" })).toBeVisible();
+    expect(screen.queryByRole("dialog")).not.toBeInTheDocument();
+    expect(screen.getAllByLabelText("Repository source")).toHaveLength(1);
+    expect(screen.getByLabelText("Repository source")).toHaveValue("gitlab");
+  });
+
+  it("keeps a running analysis visible when a source change finishes saving", async () => {
+    const gitlabSettings = { ...settings, source_provider: "gitlab", repos: ["group/project"] };
+    const runningStatus = { ...idleStatus, running: true, phase: "estimating", total: 1 };
+    const saveRequest = Promise.withResolvers<typeof gitlabSettings>();
+    vi.mocked(apiClient.put).mockReturnValue(saveRequest.promise);
+    render(<ROICalculatorView accessToken="token" />);
+    fireEvent.click(await screen.findByRole("button", { name: "Settings" }));
+    fireEvent.change(screen.getByLabelText("Repository source"), { target: { value: "gitlab" } });
+    fireEvent.click(screen.getByRole("button", { name: "Save settings" }));
+    vi.mocked(apiClient.get).mockResolvedValue(runningStatus);
+    expect(await screen.findByRole("progressbar", { hidden: true }, { timeout: 3000 })).toBeInTheDocument();
+
+    saveRequest.resolve(gitlabSettings);
+    await waitFor(() => expect(screen.queryByRole("dialog")).not.toBeInTheDocument());
+    expect(screen.getByRole("progressbar", { name: "Sync progress" })).toBeVisible();
+    expect(screen.getByRole("button", { name: "Cancel sync" })).toBeEnabled();
+    expect(screen.queryByRole("button", { name: "Run analysis" })).not.toBeInTheDocument();
+    expect(screen.queryByRole("heading", { name: "Connect your repositories" })).not.toBeInTheDocument();
+    expect(apiClient.post).not.toHaveBeenCalled();
+  });
+
+  it.each(["success", "failure"])("ignores an old report refresh %s after switching sources", async (outcome) => {
+    const gitlabSettings = { ...settings, source_provider: "gitlab", repos: [], ready: false };
+    const oldRequest = Promise.withResolvers<{ report: typeof summary }>();
+    const complete = { ...idleStatus, phase: "complete", finished_at: "2026-09-30T12:00:00Z" };
+    vi.mocked(apiClient.put).mockResolvedValue(gitlabSettings);
+    render(<ROICalculatorView accessToken="token" />);
+    fireEvent.click(await screen.findByRole("button", { name: "Settings" }));
+    vi.mocked(apiClient.get)
+      .mockClear()
+      .mockImplementation((path: string) =>
+        path === "/roi-calculator/report" ? oldRequest.promise : Promise.resolve(complete),
+      );
+    await waitFor(
+      () => expect(apiClient.get).toHaveBeenCalledWith("/roi-calculator/report", { accessToken: "token" }),
+      {
+        timeout: 3000,
+      },
+    );
+    fireEvent.change(screen.getByLabelText("Repository source"), { target: { value: "gitlab" } });
+    fireEvent.click(screen.getByRole("button", { name: "Save settings" }));
+    expect(await screen.findByRole("heading", { name: "Connect your repositories" })).toBeVisible();
+
+    await act(async () => {
+      if (outcome === "success") oldRequest.resolve({ report: summary });
+      else oldRequest.reject(new Error("The old source is unavailable"));
+    });
+    expect(screen.getByRole("heading", { name: "Connect your repositories" })).toBeVisible();
+    expect(screen.getByLabelText("Repository source")).toHaveValue("gitlab");
+    expect(screen.queryByText("Improve request routing")).not.toBeInTheDocument();
+    expect(screen.queryByText("The old source is unavailable")).not.toBeInTheDocument();
+
+    const nextReport = { ...summary, pulls: [{ ...summary.pulls[0], title: "New source merge request" }] };
+    vi.mocked(apiClient.get).mockImplementation((path: string) =>
+      Promise.resolve(
+        path === "/roi-calculator/report"
+          ? { report: nextReport }
+          : { ...complete, finished_at: "2026-09-30T13:00:00Z" },
+      ),
+    );
+    expect(await screen.findByText("New source merge request", {}, { timeout: 3000 })).toBeVisible();
+    expect(screen.queryByText("Improve request routing")).not.toBeInTheDocument();
   });
 
   it("clearly identifies the sample report and returns to setup when exiting", async () => {
@@ -263,18 +381,212 @@ describe("ROICalculatorView", () => {
     fireEvent.click(await screen.findByRole("button", { name: "Preview sample report" }));
 
     expect(await screen.findByText("You’re viewing demo data")).toBeVisible();
-    expect(screen.getByText("Spend per estimated engineering hour")).toBeVisible();
+    expect(screen.getByRole("tab", { name: "Branches" })).toHaveAttribute("aria-selected", "true");
+    expect(screen.getByText("Cost / estimated hour")).toBeVisible();
     expect(screen.queryByRole("button", { name: "Run analysis" })).not.toBeInTheDocument();
     expect(screen.queryByRole("tab", { name: "Settings" })).not.toBeInTheDocument();
 
     fireEvent.click(screen.getByRole("button", { name: "Exit demo" }));
 
-    expect(screen.getByRole("heading", { name: "Connect GitHub to get started" })).toBeVisible();
+    expect(screen.getByRole("heading", { name: "Connect your repositories" })).toBeVisible();
     expect(screen.queryByText("You’re viewing demo data")).not.toBeInTheDocument();
     expect(apiClient.post).not.toHaveBeenCalled();
     expect(apiClient.put).not.toHaveBeenCalled();
   });
 
+  it("opens sample PR costs from a live report and restores the live data on exit", async () => {
+    const samplePull = {
+      ...summary.pulls[0],
+      title: "Sample usage breakdown",
+      source_repo: "github.com/org/repo",
+      source_branch: "feature/usage",
+      branch_cost: {
+        status: "matched",
+        spend: 9.1,
+        requests: 75,
+        repo: "github.com/org/repo",
+        branch: "feature/usage",
+      },
+    };
+    vi.mocked(apiClient.get).mockImplementation((path: string, options) => {
+      if (path === "/roi-calculator/settings") return Promise.resolve(settings);
+      if (path === "/roi-calculator/report") {
+        return Promise.resolve({
+          report: options?.query?.mode === "demo" ? { ...summary, mode: "demo", pulls: [samplePull] } : summary,
+        });
+      }
+      return Promise.resolve(idleStatus);
+    });
+
+    render(<ROICalculatorView accessToken="token" />);
+    fireEvent.click(await screen.findByRole("tab", { name: "Branches" }));
+    fireEvent.change(screen.getByRole("searchbox"), { target: { value: "no matching PR" } });
+    fireEvent.click(screen.getByRole("button", { name: "Preview sample report" }));
+
+    expect(await screen.findByText("You’re viewing demo data")).toBeVisible();
+    expect(window.location.search).toBe("?demo=1");
+    expect(screen.getByRole("tab", { name: "Branches" })).toHaveAttribute("aria-selected", "true");
+    expect(screen.getByRole("searchbox")).toHaveValue("");
+    expect(screen.getByRole("cell", { name: "$9.10" })).toBeVisible();
+    expect(screen.queryByText("Improve request routing")).not.toBeInTheDocument();
+    expect(screen.queryByRole("button", { name: "Run analysis" })).not.toBeInTheDocument();
+
+    const runningStatus = { ...idleStatus, running: true, phase: "estimating", total: 1 };
+    vi.mocked(apiClient.get).mockClear().mockResolvedValue(runningStatus);
+    await waitFor(() => expect(apiClient.get).toHaveBeenCalledWith("/roi-calculator/sync", { accessToken: "token" }), {
+      timeout: 3000,
+    });
+    expect(screen.queryByRole("progressbar")).not.toBeInTheDocument();
+
+    fireEvent.click(screen.getByRole("button", { name: "Open estimate for org/repo pull request 42" }));
+    expect(await screen.findByRole("dialog")).toBeVisible();
+    expect(screen.getByText("75 requests")).toBeVisible();
+    expect(screen.getByText(/branch:feature\/usage/)).toBeVisible();
+    fireEvent.click(screen.getByRole("button", { name: "Close" }));
+    fireEvent.click(screen.getByRole("button", { name: "Exit demo" }));
+
+    expect(screen.getByText("Improve request routing")).toBeVisible();
+    expect(screen.queryByText("Sample usage breakdown")).not.toBeInTheDocument();
+    expect(window.location.search).toBe("");
+    expect(screen.getByRole("button", { name: "Syncing…" })).toBeDisabled();
+    expect(apiClient.post).not.toHaveBeenCalled();
+    expect(apiClient.put).not.toHaveBeenCalled();
+  });
+
+  it("opens a demo link with sample data even while live analysis is running", async () => {
+    window.history.replaceState(null, "", "/roi-calculator/?demo=1");
+    const demoSummary = { ...summary, mode: "demo", metrics: { ...summary.metrics, total_spend: 38.4 } };
+    const runningStatus = { ...idleStatus, running: true, phase: "estimating", total: 1 };
+    vi.mocked(apiClient.get).mockImplementation((path: string, options) => {
+      if (path === "/roi-calculator/settings") return Promise.resolve(settings);
+      if (path === "/roi-calculator/report") {
+        return Promise.resolve({ report: options?.query?.mode === "demo" ? demoSummary : summary });
+      }
+      return Promise.resolve(runningStatus);
+    });
+    render(<ROICalculatorView accessToken="token" />);
+    expect(await screen.findByText("You’re viewing demo data")).toBeVisible();
+    expect(screen.getByText("$38.40")).toBeVisible();
+    expect(screen.queryByRole("progressbar")).not.toBeInTheDocument();
+    expect(screen.queryByRole("button", { name: "Run analysis" })).not.toBeInTheDocument();
+    expect(apiClient.post).not.toHaveBeenCalled();
+    fireEvent.click(screen.getByRole("button", { name: "Exit demo" }));
+    expect(screen.getByRole("progressbar")).toBeVisible();
+    expect(screen.getByText("$20.00")).toBeVisible();
+    expect(window.location.search).toBe("");
+  });
+
+  it.each(["report", "sync"])("loads a demo link when the live %s request fails", async (failedRequest) => {
+    window.history.replaceState(null, "", "/roi-calculator/?demo=1");
+    vi.mocked(apiClient.get).mockImplementation((path: string, options) => {
+      if (path === "/roi-calculator/settings") return Promise.resolve(settings);
+      if (options?.query?.mode === "demo") return Promise.resolve({ report: { ...summary, mode: "demo" } });
+      if (path === `/roi-calculator/${failedRequest}`) return Promise.reject(new Error("Live data unavailable"));
+      if (path === "/roi-calculator/report") return Promise.resolve({ report: summary });
+      return Promise.resolve(idleStatus);
+    });
+    render(<ROICalculatorView accessToken="token" />);
+    expect(await screen.findByText("You’re viewing demo data")).toBeVisible();
+    expect(screen.getByText("Gateway AI cost")).toBeVisible();
+    expect(screen.queryByRole("alert")).not.toBeInTheDocument();
+    expect(apiClient.post).not.toHaveBeenCalled();
+  });
+
+  it("shows the demo without waiting for a stalled live request", async () => {
+    window.history.replaceState(null, "", "/roi-calculator/?demo=1");
+    vi.mocked(apiClient.get).mockImplementation((path: string, options) => {
+      if (path === "/roi-calculator/settings") return Promise.resolve(settings);
+      if (options?.query?.mode === "demo") return Promise.resolve({ report: { ...summary, mode: "demo" } });
+      return new Promise(() => {});
+    });
+    render(<ROICalculatorView accessToken="token" />);
+    expect(await screen.findByText("You’re viewing demo data")).toBeVisible();
+    expect(screen.getByText("Gateway AI cost")).toBeVisible();
+  });
+
+  it("keeps the live calculator usable when a demo link cannot load sample data", async () => {
+    window.history.replaceState(null, "", "/roi-calculator/?demo=1&from=review#overview");
+    vi.mocked(apiClient.get).mockImplementation((path: string, options) => {
+      if (path === "/roi-calculator/settings") return Promise.resolve(settings);
+      if (options?.query?.mode === "demo") return Promise.reject(new Error("Sample data unavailable"));
+      if (path === "/roi-calculator/report") return Promise.resolve({ report: summary });
+      return Promise.resolve(idleStatus);
+    });
+    render(<ROICalculatorView accessToken="token" />);
+    expect(await screen.findByText("Gateway AI cost")).toBeVisible();
+    expect(screen.getByText("$20.00")).toBeVisible();
+    expect(screen.getByRole("alert")).toHaveTextContent("Sample data unavailable");
+    expect(screen.getByRole("button", { name: "Settings" })).toBeEnabled();
+    expect(screen.queryByText("You’re viewing demo data")).not.toBeInTheDocument();
+    expect(apiClient.post).not.toHaveBeenCalled();
+    expect(window.location.search).toBe("?from=review");
+    expect(window.location.hash).toBe("#overview");
+  });
+
+  it.each(["report", "sync"])("waits for the live %s when exiting a demo", async (pendingRequest) => {
+    window.history.replaceState(null, "", "/roi-calculator/?demo=1");
+    const pending = Promise.withResolvers<{ report: typeof summary } | typeof idleStatus>();
+    vi.mocked(apiClient.get).mockImplementation((path: string, options) => {
+      if (path === "/roi-calculator/settings") return Promise.resolve(settings);
+      if (options?.query?.mode === "demo") return Promise.resolve({ report: { ...summary, mode: "demo" } });
+      if (path === `/roi-calculator/${pendingRequest}`) return pending.promise;
+      if (path === "/roi-calculator/report") return Promise.resolve({ report: summary });
+      return Promise.resolve(idleStatus);
+    });
+    render(<ROICalculatorView accessToken="token" />);
+    fireEvent.click(await screen.findByRole("button", { name: "Exit demo" }));
+    expect(screen.getByText("Loading ROI Calculator…")).toBeVisible();
+    expect(screen.queryByRole("heading", { name: "Connect your repositories" })).not.toBeInTheDocument();
+    expect(screen.queryByRole("button", { name: "Run analysis" })).not.toBeInTheDocument();
+    expect(window.location.search).toBe("");
+
+    pending.resolve(pendingRequest === "report" ? { report: summary } : idleStatus);
+    expect(await screen.findByText("Gateway AI cost")).toBeVisible();
+    expect(screen.getByText("$20.00")).toBeVisible();
+    expect(screen.queryByText("Loading ROI Calculator…")).not.toBeInTheDocument();
+    expect(apiClient.post).not.toHaveBeenCalled();
+  });
+
+  it.each(["report", "demo"])("retains a failed %s load after a successful sync poll", async (failedRequest) => {
+    if (failedRequest === "demo") window.history.replaceState(null, "", "/roi-calculator/?demo=1");
+    const message = `The ${failedRequest} is unavailable`;
+    vi.mocked(apiClient.get).mockImplementation((path: string, options) => {
+      if (path === "/roi-calculator/settings") return Promise.resolve(settings);
+      if (options?.query?.mode === "demo") return Promise.reject(new Error(message));
+      if (path === "/roi-calculator/report") {
+        return failedRequest === "report" ? Promise.reject(new Error(message)) : Promise.resolve({ report: summary });
+      }
+      return Promise.resolve(idleStatus);
+    });
+    render(<ROICalculatorView accessToken="token" />);
+    expect(await screen.findByRole("alert")).toHaveTextContent(message);
+    const running = { ...idleStatus, running: true, phase: "estimating", total: 1 };
+    vi.mocked(apiClient.get).mockImplementation((path: string) => {
+      if (path === "/roi-calculator/report") return Promise.reject(new Error(message));
+      return Promise.resolve(running);
+    });
+    expect(await screen.findByRole("progressbar", { name: "Sync progress" }, { timeout: 3000 })).toBeVisible();
+    expect(screen.getByRole("alert")).toHaveTextContent(message);
+  });
+
+  it("retries a failed initial report and clears its error only when the report recovers", async () => {
+    vi.mocked(apiClient.get).mockImplementation((path: string) => {
+      if (path === "/roi-calculator/settings") return Promise.resolve(settings);
+      if (path === "/roi-calculator/report") return Promise.reject(new Error("Report unavailable"));
+      return Promise.resolve(idleStatus);
+    });
+    render(<ROICalculatorView accessToken="token" />);
+    expect(await screen.findByRole("alert")).toHaveTextContent("Report unavailable");
+    expect(screen.getByRole("button", { name: "Settings" })).toBeEnabled();
+    expect(screen.getByRole("button", { name: "Run analysis" })).toBeEnabled();
+    vi.mocked(apiClient.get).mockImplementation((path: string) =>
+      Promise.resolve(path === "/roi-calculator/report" ? { report: summary } : idleStatus),
+    );
+    expect(await screen.findByText("Gateway AI cost", {}, { timeout: 3000 })).toBeVisible();
+    expect(screen.queryByRole("alert")).not.toBeInTheDocument();
+    expect(screen.queryByRole("heading", { name: "Connect your repositories" })).not.toBeInTheDocument();
+  });
+
   it("returns to Overview and shows the last sync time when completion is polled from Settings", async () => {
     const runningStatus = {
       ...idleStatus,
@@ -299,10 +611,9 @@ describe("ROICalculatorView", () => {
     render(<ROICalculatorView accessToken="token" />);
 
     expect(await screen.findByRole("progressbar", { name: "Sync progress" })).toBeInTheDocument();
-    expect(await screen.findByText("Spend per estimated engineering hour", {}, { timeout: 5000 })).toBeInTheDocument();
-    expect(screen.queryByRole("heading", { name: "Connect GitHub to get started" })).not.toBeInTheDocument();
+    expect(await screen.findByText("Gateway AI cost", {}, { timeout: 5000 })).toBeInTheDocument();
+    expect(screen.queryByRole("heading", { name: "Connect your repositories" })).not.toBeInTheDocument();
     expect(screen.getByRole("status")).toHaveTextContent("Last synced Sep 30, 2026, 12:00 PM UTC");
-    expect(screen.getByRole("status")).toHaveTextContent("57 of 57 estimates reused");
   });
 
   it("shows the sync error returned by the status endpoint", async () => {
@@ -380,14 +691,14 @@ describe("ROICalculatorView", () => {
     expect(await screen.findByRole("alert", {}, { timeout: 5000 })).toHaveTextContent(
       "The sync status could not be loaded.",
     );
-    expect(await screen.findByText("Spend per estimated engineering hour", {}, { timeout: 7000 })).toBeInTheDocument();
+    expect(await screen.findByText("Gateway AI cost", {}, { timeout: 7000 })).toBeInTheDocument();
     expect(screen.queryByText("The sync status could not be loaded.")).not.toBeInTheDocument();
   });
   it("saves the edited schedule before running from Settings", async () => {
     vi.mocked(apiClient.put).mockResolvedValue(settings);
     vi.mocked(apiClient.post).mockResolvedValue({ ...idleStatus, running: true });
     render(<ROICalculatorView accessToken="token" />);
-    fireEvent.click(await screen.findByRole("tab", { name: "Settings" }));
+    fireEvent.click(await screen.findByRole("button", { name: "Settings" }));
     fireEvent.change(screen.getByLabelText("Update interval (hours)"), { target: { value: "6" } });
     fireEvent.click(screen.getByRole("button", { name: "Save and run analysis" }));
     await waitFor(() => expect(apiClient.post).toHaveBeenCalledWith("/roi-calculator/sync", { accessToken: "token" }));
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorView.tsx b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorView.tsx
index 2b17d2019ee..f9f467c7114 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorView.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorView.tsx
@@ -1,8 +1,8 @@
 "use client";
 
-import { Page } from "@/components/shared/Page";
+import { Page, PageTabsList, PageTabsTrigger } from "@/components/shared/Page";
 import React from "react";
-import { Calculator, RefreshCw } from "lucide-react";
+import { Calculator, RefreshCw, Settings2 } from "lucide-react";
 
 import { apiClient } from "@/components/networking";
 import { DemoNotice } from "@/components/shared/DemoNotice";
@@ -11,12 +11,13 @@ import { Alert, AlertDescription, AlertTitle } from "@/components/ui/alert";
 import { Button } from "@/components/ui/button";
 import { Card, CardContent } from "@/components/ui/card";
 import { Skeleton } from "@/components/ui/skeleton";
-import { Tabs, TabsList, TabsTrigger } from "@/components/ui/tabs";
+import { Tabs } from "@/components/ui/tabs";
+import { Dialog, DialogContent, DialogHeader, DialogTitle, DialogDescription } from "@/components/ui/dialog";
 import { extractErrorMessage } from "@/utils/errorUtils";
 import { isProxyAdminTierRole } from "@/utils/roles";
 import ROISettingsPanel from "./ROISettingsPanel";
 import { IdentityMatchDialog, type PersonMatchSelection, PullReasoningDialog } from "./ROICalculatorDialogs";
-import { ROIOverview, ROIPeopleView } from "./ROICalculatorViews";
+import { ROIBranches, ROIOverview, ROIPeopleView } from "./ROICalculatorViews";
 import { filterPulls, formatSyncedAt } from "./roiCalculatorData";
 import type {
   ROIIdentityMapResponse,
@@ -28,7 +29,7 @@ import type {
   ROISyncStatus,
 } from "./roiCalculatorData";
 
-type View = "overview" | "people" | "settings";
+type View = "overview" | "people" | "branches";
 
 const IDLE_STATUS: ROISyncStatus = {
   running: false,
@@ -43,6 +44,13 @@ const IDLE_STATUS: ROISyncStatus = {
   error: null,
 };
 
+function updateDemoUrl(enabled: boolean) {
+  const url = new URL(window.location.href);
+  if (enabled) url.searchParams.set("demo", "1");
+  else url.searchParams.delete("demo");
+  window.history.replaceState(null, "", url);
+}
+
 export default function ROICalculatorView({
   accessToken,
   userRole = null,
@@ -55,6 +63,7 @@ export default function ROICalculatorView({
   const [sampleSummary, setSampleSummary] = React.useState<ROISummary | null>(null);
   const adminReadOnly = isViewOnly && isProxyAdminTierRole(userRole ?? "");
   const readOnly = adminReadOnly || sampleSummary !== null;
+  const [settingsOpen, setSettingsOpen] = React.useState(false);
   const [view, setView] = React.useState<View>("overview");
   const [settings, setSettings] = React.useState<ROISettings | null>(null);
   const [liveSummary, setSummary] = React.useState<ROISummary | null>(null);
@@ -63,8 +72,16 @@ export default function ROICalculatorView({
   const [selectedPull, setSelectedPull] = React.useState<ROIPull | null>(null);
   const [matchingPerson, setMatchingPerson] = React.useState<PersonMatchSelection | null>(null);
   const [error, setError] = React.useState<string | null>(null);
+  const [demoError, setDemoError] = React.useState<string | null>(null);
+  const [reportError, setReportError] = React.useState<string | null>(null);
+  const [syncError, setSyncError] = React.useState<string | null>(null);
+  const [loadingInitialData, setLoadingInitialData] = React.useState(true);
+  const [loadingLiveData, setLoadingLiveData] = React.useState(true);
   const statusRef = React.useRef<ROISyncStatus>(IDLE_STATUS);
-  const settingsLoaded = settings !== null;
+  const reportNeedsRefresh = React.useRef(false);
+  const sourceRevision = React.useRef(0);
+  const settingsLoaded = settings !== null && !loadingInitialData && !loadingLiveData;
+  const requestError = [error, demoError, reportError, syncError].filter(Boolean).join(" ");
   const [query, setQuery] = React.useState("");
 
   const loadReport = React.useCallback(async () => {
@@ -76,21 +93,63 @@ export default function ROICalculatorView({
   React.useEffect(() => {
     if (!accessToken) return;
     let cancelled = false;
-    Promise.all([
-      apiClient.get<ROISettings>("/roi-calculator/settings", { accessToken }),
-      apiClient.get<ROIReportResponse>("/roi-calculator/report", { accessToken }),
-      apiClient.get<ROISyncStatus>("/roi-calculator/sync", { accessToken }),
-    ])
-      .then(([nextSettings, reportResponse, syncStatus]) => {
+    const demoRequested = new URLSearchParams(window.location.search).get("demo") === "1";
+    const settingsRequest = apiClient.get<ROISettings>("/roi-calculator/settings", { accessToken });
+    const reportRequest = apiClient
+      .get<ROIReportResponse>("/roi-calculator/report", { accessToken })
+      .then((response) => {
+        if (cancelled) return;
+        setSummary(response.report);
+        setReportError(null);
+        reportNeedsRefresh.current = false;
+      })
+      .catch((reason: unknown) => {
+        if (cancelled) return;
+        setReportError(extractErrorMessage(reason));
+        reportNeedsRefresh.current = true;
+      });
+    const statusRequest = apiClient
+      .get<ROISyncStatus>("/roi-calculator/sync", { accessToken })
+      .then((syncStatus) => {
         if (cancelled) return;
-        setSettings(nextSettings);
-        setSummary(reportResponse.report);
         setStatus(syncStatus);
         statusRef.current = syncStatus;
+        setSyncError(null);
+      })
+      .catch((reason: unknown) => {
+        if (!cancelled) setSyncError(extractErrorMessage(reason));
+      });
+    const liveData = Promise.all([reportRequest, statusRequest])
+      .then(() => null)
+      .finally(() => {
+        if (!cancelled) setLoadingLiveData(false);
+      });
+    Promise.all([
+      settingsRequest,
+      demoRequested
+        ? apiClient
+            .get<ROIReportResponse>("/roi-calculator/report", { accessToken, query: { mode: "demo" } })
+            .catch((reason: unknown) => {
+              if (!cancelled) {
+                setDemoError(`Could not load demo data: ${extractErrorMessage(reason)}`);
+                updateDemoUrl(false);
+              }
+              return liveData;
+            })
+        : liveData,
+    ])
+      .then(([nextSettings, sampleResponse]) => {
+        if (cancelled) return;
+        setSettings(nextSettings);
+        setSampleSummary(sampleResponse?.report ?? null);
         setError(null);
+        if (sampleResponse) setDemoError(null);
       })
       .catch((reason: unknown) => {
         if (!cancelled) setError(extractErrorMessage(reason));
+      })
+      .finally(() => {
+        if (!cancelled) setLoadingInitialData(false);
       });
     return () => {
       cancelled = true;
@@ -101,31 +160,36 @@ export default function ROICalculatorView({
     if (!accessToken || !settingsLoaded) return;
     let cancelled = false;
     let requestInFlight = false;
-    let reportNeedsRefresh = false;
     const interval = window.setInterval(() => {
       if (requestInFlight) return;
       requestInFlight = true;
+      const revision = sourceRevision.current;
+      const isCurrent = () => !cancelled && revision === sourceRevision.current;
       apiClient
         .get<ROISyncStatus>("/roi-calculator/sync", { accessToken })
         .then(async (nextStatus) => {
-          if (cancelled) return;
+          if (!isCurrent()) return;
           const previousStatus = statusRef.current;
           statusRef.current = nextStatus;
           setStatus(nextStatus);
+          setSyncError(null);
           const finished = !nextStatus.running && nextStatus.phase === "complete";
           const reportChanged = previousStatus.running || nextStatus.finished_at !== previousStatus.finished_at;
-          if (finished && (reportChanged || reportNeedsRefresh)) {
-            reportNeedsRefresh = true;
-            const report = await loadReport();
-            if (cancelled) return;
-            setSummary(report);
-            reportNeedsRefresh = false;
-            setView((current) => (current === "settings" ? "overview" : current));
+          if (reportNeedsRefresh.current || (finished && reportChanged)) {
+            reportNeedsRefresh.current = true;
+            try {
+              const report = await loadReport();
+              if (!isCurrent()) return;
+              setSummary(report);
+              setReportError(null);
+              reportNeedsRefresh.current = false;
+            } catch (reason: unknown) {
+              if (isCurrent()) setReportError(extractErrorMessage(reason));
+            }
           }
-          if (!cancelled) setError(null);
         })
         .catch((reason: unknown) => {
-          if (!cancelled) setError(extractErrorMessage(reason));
+          if (isCurrent()) setSyncError(extractErrorMessage(reason));
         })
         .finally(() => {
           requestInFlight = false;
@@ -144,6 +208,8 @@ export default function ROICalculatorView({
       const nextStatus = await apiClient.post<ROISyncStatus>("/roi-calculator/sync", { accessToken });
       statusRef.current = nextStatus;
       setStatus(nextStatus);
+      setSyncError(null);
+      setSettingsOpen(false);
     } catch (reason) {
       setError(extractErrorMessage(reason));
     }
@@ -152,7 +218,11 @@ export default function ROICalculatorView({
   const cancelSync = React.useCallback(async () => {
     if (!accessToken || readOnly) return;
     try {
-      setStatus(await apiClient.delete<ROISyncStatus>("/roi-calculator/sync", { accessToken }));
+      const nextStatus = await apiClient.delete<ROISyncStatus>("/roi-calculator/sync", { accessToken });
+      setStatus(nextStatus);
+      statusRef.current = nextStatus;
+      setSyncError(null);
+      setError(null);
     } catch (reason) {
       setError(extractErrorMessage(reason));
     }
@@ -166,6 +236,8 @@ export default function ROICalculatorView({
         body: payload,
       });
       setSummary(response.report);
+      setReportError(null);
+      reportNeedsRefresh.current = false;
       setSettings((current) => (current ? { ...current, identity_map: response.identity_map } : current));
     },
     [accessToken, readOnly],
@@ -173,7 +245,7 @@ export default function ROICalculatorView({
 
   const filteredPulls = React.useMemo(() => (summary ? filterPulls(summary.pulls, query) : []), [query, summary]);
 
-  if (error && !settings) {
+  if (error && !settings && !loadingInitialData) {
     return (
       <div className="p-8">
         <Alert variant="destructive">
@@ -184,9 +256,11 @@ export default function ROICalculatorView({
     );
   }
 
-  if (!settings) {
+  const awaitingLiveData = !sampleSummary && loadingLiveData;
+  if (!settings || loadingInitialData || awaitingLiveData) {
     return (
       <div className="space-y-6 p-8">
+        <p role="status">Loading ROI Calculator…</p>
         <Skeleton className="h-16 w-96" />
         <Skeleton className="h-96 w-full" />
       </div>
@@ -200,58 +274,86 @@ export default function ROICalculatorView({
         query: { mode: "demo" },
       });
       setSampleSummary(response.report);
-      setView("overview");
+      setDemoError(null);
+      updateDemoUrl(true);
+      setView("branches");
+      setQuery("");
     } catch (reason) {
-      setError(extractErrorMessage(reason));
+      setDemoError(`Could not load demo data: ${extractErrorMessage(reason)}`);
     }
   };
-  const resetView = (updated: ROISettings) => {
+  const resetView = (updated: ROISettings, resetSyncStatus = true) => {
+    sourceRevision.current += 1;
     setSettings(updated);
     setSummary(null);
+    setReportError(null);
+    reportNeedsRefresh.current = false;
+    setSettingsOpen(false);
     setView("overview");
-    setStatus(IDLE_STATUS);
-    statusRef.current = IDLE_STATUS;
+    if (resetSyncStatus) {
+      setStatus(IDLE_STATUS);
+      statusRef.current = IDLE_STATUS;
+      setSyncError(null);
+      setError(null);
+    }
   };
   const showLiveStatus = !sampleSummary && !status.running;
-  const scheduleLabel = settings.update_interval_minutes ? "Automatic updates enabled" : "Manual updates";
+  const showReportActions = summary !== null || reportError !== null;
   const progress = status.total > 0 ? Math.min(100, (status.done / status.total) * 100) : 0;
   const statusIsIdleOrComplete = status.phase === "idle" || status.phase === "complete";
   const syncIsUpToDate = !status.running && statusIsIdleOrComplete;
-  const syncedAt = syncIsUpToDate ? summary?.synced_at : null;
+  const syncedAt = sampleSummary?.synced_at ?? (syncIsUpToDate ? summary?.synced_at : null);
 
   return (
-    <Page>
-      <PageHeader>
+    <Page className="gap-6">
+      <PageHeader className="space-y-3">
         <div className="flex flex-wrap items-center justify-between gap-3">
           <PageHeaderTitle>
             <Calculator />
             ROI Calculator
           </PageHeaderTitle>
-          {!liveSummary && showLiveStatus && (
-            <Button variant="outline" onClick={() => void previewSample()}>
-              Preview sample report
-            </Button>
+          {!sampleSummary && (
+            <div className="flex items-center gap-2">
+              {showLiveStatus && (
+                <Button variant="ghost" onClick={() => void previewSample()}>
+                  Preview sample report
+                </Button>
+              )}
+              {showReportActions && (
+                <Button variant="outline" onClick={() => setSettingsOpen(true)}>
+                  <Settings2 />
+                  Settings
+                </Button>
+              )}
+              {showReportActions && !readOnly && (
+                <Button onClick={() => void startSync()} disabled={status.running || !settings.ready}>
+                  <RefreshCw className={status.running ? "animate-spin" : ""} />
+                  {status.running ? "Syncing…" : "Run analysis"}
+                </Button>
+              )}
+            </div>
           )}
         </div>
-        <PageHeaderDescription>
-          {summary
-            ? `${summary.start} through ${summary.end} · UTC`
-            : "Compare gateway spend with estimated engineering effort for merged pull requests"}
+        <PageHeaderDescription className="flex flex-wrap items-center gap-x-4 gap-y-1">
+          <span>
+            {summary
+              ? `${summary.start} through ${summary.end} · UTC`
+              : "Compare AI costs with estimated engineering effort"}
+          </span>
           {syncedAt && (
-            <span className="mt-1 block text-xs text-muted-foreground" role="status">
+            <span className="text-xs" role="status">
               Last synced {formatSyncedAt(syncedAt)}
-              {!status.running && status.phase === "complete" && status.reused > 0
-                ? ` · ${status.reused} of ${status.total} estimates reused`
-                : ""}
             </span>
           )}
         </PageHeaderDescription>
       </PageHeader>
-      {sampleSummary && <DemoNotice onExit={() => setSampleSummary(null)} />}
-      {liveSummary && showLiveStatus && (
-        <p className="text-xs text-muted-foreground">
-          {status.next_update ? `Next update ${formatSyncedAt(status.next_update)}` : scheduleLabel}
-        </p>
+      {sampleSummary && (
+        <DemoNotice
+          onExit={() => {
+            updateDemoUrl(false);
+            setSampleSummary(null);
+          }}
+        />
       )}
       {adminReadOnly && (
         <p className="text-sm text-muted-foreground" role="note">
@@ -260,30 +362,22 @@ export default function ROICalculatorView({
       )}
 
       {summary && (
-        <div className="flex flex-wrap items-center justify-between gap-3">
-          <Tabs value={view} onValueChange={(value) => setView(value as View)}>
-            <TabsList aria-label="ROI Calculator views">
-              <TabsTrigger value="overview">Overview</TabsTrigger>
-              <TabsTrigger value="people">People</TabsTrigger>
-              {!sampleSummary && <TabsTrigger value="settings">Settings</TabsTrigger>}
-            </TabsList>
-          </Tabs>
-          {view !== "settings" && !readOnly && (
-            <Button onClick={() => void startSync()} disabled={status.running || !settings.ready}>
-              <RefreshCw className={status.running ? "animate-spin" : ""} />
-              {status.running ? "Syncing…" : "Run analysis"}
-            </Button>
-          )}
-        </div>
+        <Tabs value={view} onValueChange={(value) => setView(value as View)}>
+          <PageTabsList aria-label="ROI Calculator views">
+            <PageTabsTrigger value="overview">Overview</PageTabsTrigger>
+            <PageTabsTrigger value="people">People</PageTabsTrigger>
+            <PageTabsTrigger value="branches">Branches</PageTabsTrigger>
+          </PageTabsList>
+        </Tabs>
       )}
 
-      {error && (
+      {!sampleSummary && requestError && (
         <Alert variant="destructive">
           <AlertTitle>ROI Calculator request failed</AlertTitle>
-          <AlertDescription>{error}</AlertDescription>
+          <AlertDescription>{requestError}</AlertDescription>
         </Alert>
       )}
-      {status.error && (
+      {!sampleSummary && status.error && (
         <Alert variant="destructive">
           <AlertTitle>Sync failed</AlertTitle>
           <AlertDescription>{status.error}</AlertDescription>
@@ -295,9 +389,9 @@ export default function ROICalculatorView({
           <AlertDescription>{warning}</AlertDescription>
         </Alert>
       ))}
-      {status.running && (
+      {!sampleSummary && status.running && (
         <Card>
-          <CardContent className="flex flex-wrap items-center justify-between gap-4 pt-6">
+          <CardContent className="flex flex-wrap items-center justify-between gap-4">
             <div
               aria-label="Sync progress"
               aria-valuemax={100}
@@ -311,7 +405,7 @@ export default function ROICalculatorView({
                 <div className="h-full bg-primary transition-all" style={{ width: `${progress}%` }} />
               </div>
               <p className="text-sm text-muted-foreground">
-                {status.done} of {status.total} pull requests processed · {status.reused} reused
+                {status.done} of {status.total} changes processed · {status.reused} reused
                 {` · ${status.elapsed_seconds ?? 0}s elapsed`}
                 {status.remaining_seconds != null ? ` · about ${status.remaining_seconds}s remaining` : ""}
               </p>
@@ -325,7 +419,7 @@ export default function ROICalculatorView({
         </Card>
       )}
 
-      {view === "settings" || (!summary && !status.running) ? (
+      {!summary && !status.running && !reportError ? (
         <ROISettingsPanel
           accessToken={accessToken}
           initialSettings={settings}
@@ -339,12 +433,19 @@ export default function ROICalculatorView({
       ) : null}
       {view === "overview" && summary && (
         <ROIOverview
+          summary={summary}
+          onSelectPull={setSelectedPull}
+          onViewPeople={() => setView("people")}
+          onViewBranches={() => setView("branches")}
+        />
+      )}
+      {view === "branches" && summary && (
+        <ROIBranches
           summary={summary}
           pulls={filteredPulls}
           query={query}
           onQueryChange={setQuery}
           onSelectPull={setSelectedPull}
-          onViewPeople={() => setView("people")}
         />
       )}
       {view === "people" && summary && (
@@ -355,6 +456,34 @@ export default function ROICalculatorView({
           readOnly={readOnly}
         />
       )}
+      <Dialog open={settingsOpen} onOpenChange={setSettingsOpen}>
+        <DialogContent className="max-h-[90dvh] overflow-y-auto sm:max-w-2xl">
+          <DialogHeader>
+            <DialogTitle>Calculator settings</DialogTitle>
+            <DialogDescription>Connect repositories and choose how to estimate effort.</DialogDescription>
+          </DialogHeader>
+          <ROISettingsPanel
+            accessToken={accessToken}
+            initialSettings={settings}
+            onboarding={false}
+            onSaved={(updated) => {
+              if (
+                updated.source_provider !== settings.source_provider ||
+                updated.github_api_url !== settings.github_api_url ||
+                updated.gitlab_api_url !== settings.gitlab_api_url
+              ) {
+                resetView(updated, false);
+                return;
+              }
+              setSettings(updated);
+            }}
+            onReset={resetView}
+            onStartSync={startSync}
+            readOnly={readOnly}
+            syncDisabled={status.running}
+          />
+        </DialogContent>
+      </Dialog>
       <PullReasoningDialog pull={selectedPull} summary={summary} onClose={() => setSelectedPull(null)} />
       {!readOnly && (
         <IdentityMatchDialog
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorViews.tsx b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorViews.tsx
index fbda0fdc434..84ac287e680 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorViews.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROICalculatorViews.tsx
@@ -1,175 +1,274 @@
 "use client";
 
 import React from "react";
-import { Bar, CartesianGrid, ComposedChart, Line, XAxis, YAxis } from "recharts";
-
+import { ChevronDown, Download, GitBranch, Search } from "lucide-react";
 import { Button } from "@/components/ui/button";
-import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card";
-import {
-  ChartContainer,
-  ChartLegend,
-  ChartLegendContent,
-  ChartTooltip,
-  ChartTooltipContent,
-} from "@/components/ui/chart";
-import type { ChartConfig } from "@/components/ui/chart";
 import { Input } from "@/components/ui/input";
 import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from "@/components/ui/table";
-import { coverageLabel, peopleCsv, effortNote, estimateLabel, formatMoney, formatNumber } from "./roiCalculatorData";
+import {
+  peopleCsv,
+  effortNote,
+  estimateLabel,
+  formatMoney,
+  formatNumber,
+  branchCostLabel,
+  highestCostPulls,
+} from "./roiCalculatorData";
 import type { ROIPerson, ROIPull, ROISummary } from "./roiCalculatorData";
 
-const CHART_CONFIG = {
-  spend: { label: "Matched spend", color: "var(--chart-1)" },
-  hours: { label: "Estimated hours", color: "var(--chart-2)" },
-} satisfies ChartConfig;
+type PullSelection = { summary: ROISummary; onSelectPull: (pull: ROIPull) => void };
 
 export function ROIOverview({
   summary,
-  pulls,
-  query,
-  onQueryChange,
   onSelectPull,
   onViewPeople,
-}: {
-  summary: ROISummary;
-  pulls: ROIPull[];
-  query: string;
-  onQueryChange: (value: string) => void;
-  onSelectPull: (pull: ROIPull) => void;
+  onViewBranches,
+}: PullSelection & {
   onViewPeople: () => void;
+  onViewBranches: () => void;
 }) {
-  const [pagination, setPagination] = React.useState({ query, visibleCount: 10 });
-  const visibleCount = pagination.query === query ? pagination.visibleCount : 10;
   const metrics = summary.metrics;
-  const unavailableRate =
-    metrics.output_hours > 0
-      ? "Spend per estimated hour is unavailable until all selected repositories can be read."
-      : "A rate requires matched estimated hours greater than zero and access to all selected repositories.";
+  const branches = summary.branch_metrics;
+  const topPulls = highestCostPulls(summary.pulls);
   return (
-    <div className="space-y-6">
-      <section aria-label="Spend and estimated engineering effort" className="grid gap-4 md:grid-cols-2 xl:grid-cols-4">
-        <MetricCard title="Spend per estimated engineering hour" value={formatMoney(metrics.cost_per_hour)} />
-        <MetricCard title="Matched gateway spend" value={formatMoney(metrics.matched_spend)} />
-        <MetricCard title="Estimated engineering hours" value={`${formatNumber(metrics.output_hours)} hrs`} />
-        <MetricCard title="PR email coverage" value={coverageLabel(summary)} />
-      </section>
-      <p className="text-sm text-muted-foreground">
-        {formatMoney(metrics.excluded_spend)} of {formatMoney(metrics.total_spend)} total gateway spend is excluded from
-        the matched cohort.
-      </p>
-      <details className="rounded-lg border p-4 text-sm">
-        <summary className="cursor-pointer font-medium">Calculation details</summary>
-        <div className="space-y-3 pt-3 text-muted-foreground">
-          <p>
-            {metrics.cost_per_hour != null
-              ? `${formatMoney(metrics.matched_spend)} gateway spend ÷ ${formatNumber(metrics.output_hours)} estimated engineering hours = ${formatMoney(metrics.cost_per_hour)} per estimated hour.`
-              : unavailableRate}
-          </p>
-          <p>
-            The comparison includes {metrics.cohort_people} matched {metrics.cohort_people === 1 ? "person" : "people"}{" "}
-            with complete PR estimates, for the same period in UTC. {metrics.matched_prs} of {metrics.merged_prs} PRs
-            have email matches. {formatMoney(metrics.excluded_spend)} of {formatMoney(metrics.total_spend)} total
-            gateway spend is excluded.
-          </p>
-          <p>
-            Gateway spend includes all of each person’s usage, across repositories. This does not measure hours saved by
-            AI or financial returns.
-          </p>
-          <Button variant="link" className="h-auto p-0" onClick={onViewPeople}>
-            Review email matches
-          </Button>
-        </div>
-      </details>
-
-      <Card>
-        <CardHeader>
-          <CardTitle>Spend and estimated engineering effort</CardTitle>
-          <CardDescription>
-            Daily matched gateway spend and estimated engineering hours for the same UTC period
-          </CardDescription>
-        </CardHeader>
-        <CardContent>
-          <ChartContainer config={CHART_CONFIG} className="h-[320px] w-full">
-            <ComposedChart data={summary.trend} margin={{ left: 8, right: 8 }}>
-              <CartesianGrid vertical={false} />
-              <XAxis dataKey="date" tickLine={false} axisLine={false} minTickGap={36} />
-              <YAxis yAxisId="spend" tickFormatter={(value) => formatMoney(Number(value))} />
-              <YAxis yAxisId="hours" orientation="right" domain={[0, "auto"]} />
-              <ChartTooltip content={<ChartTooltipContent />} />
-              <ChartLegend content={<ChartLegendContent />} />
-              <Bar yAxisId="spend" dataKey="spend" fill="var(--color-spend)" isAnimationActive={false} />
-              <Line
-                yAxisId="hours"
-                dataKey="hours"
-                stroke="var(--color-hours)"
-                strokeWidth={2}
-                dot={false}
-                isAnimationActive={false}
-              />
-            </ComposedChart>
-          </ChartContainer>
-        </CardContent>
-      </Card>
-
-      <Card>
-        <CardHeader className="flex-row flex-wrap items-center justify-between gap-4">
-          <div>
-            <CardTitle>Pull requests</CardTitle>
-            <CardDescription>
-              {metrics.merged_prs} merged · {metrics.estimated_prs} estimated · {metrics.pending_prs} need attention
-            </CardDescription>
-          </div>
-          <Input
-            aria-label="Search pull requests"
-            className="w-full sm:max-w-xs"
-            placeholder="Search pull requests"
-            type="search"
-            value={query}
-            onChange={(event) => onQueryChange(event.target.value)}
+    <div className="space-y-8">
+      <div className="@container overflow-hidden rounded-xl border">
+        <dl aria-label="Report overview" className="grid grid-cols-2 @min-[760px]:grid-cols-4">
+          <MetricCard
+            title="Gateway AI cost"
+            value={formatMoney(metrics.total_spend)}
+            description="All gateway usage in this period"
+            primary
           />
-        </CardHeader>
-        <CardContent className="space-y-4">
-          <Table>
-            <TableHeader>
-              <TableRow>
-                <TableHead>Pull request</TableHead>
-                <TableHead className="text-right">Estimated hours</TableHead>
+          <MetricCard
+            title="Estimated effort"
+            value={`${formatNumber(metrics.total_output_hours)} hrs`}
+            description={summary.effort_basis === "without_ai" ? "Estimated without AI" : "Check estimate assumptions"}
+          />
+          <MetricCard
+            title="Merged changes"
+            value={formatNumber(metrics.merged_prs)}
+            description={`${metrics.estimated_prs} estimated`}
+          />
+          <MetricCard
+            title="People"
+            value={formatNumber(metrics.people_with_prs)}
+            description="Contributors to merged work"
+          />
+        </dl>
+      </div>
+      <section aria-label="Cost coverage" className="space-y-4">
+        <div className="space-y-1">
+          <h2 className="text-base font-semibold">Where AI costs are matched</h2>
+          <p className="text-sm text-muted-foreground">
+            People use gateway account costs. Branches use tagged requests for these repositories.
+          </p>
+        </div>
+        <div className="overflow-hidden rounded-xl border">
+          <Table className="min-w-[600px]">
+            <TableHeader className="bg-muted/40">
+              <TableRow className="hover:bg-transparent">
+                <TableHead className="px-4 text-xs">View</TableHead>
+                <TableHead className="px-4 text-right text-xs">Matched cost</TableHead>
+                <TableHead className="px-4 text-right text-xs">Unmatched cost</TableHead>
+                <TableHead className="px-4 text-right text-xs">Changes matched</TableHead>
               </TableRow>
             </TableHeader>
             <TableBody>
-              {pulls.slice(0, visibleCount).map((pull) => (
-                <TableRow key={`${pull.repo}#${pull.number}`}>
-                  <TableCell>
-                    <Button
-                      aria-label={`Open estimate for ${pull.repo} pull request ${pull.number}`}
-                      className="h-auto whitespace-normal p-0 text-left"
-                      variant="link"
-                      onClick={() => onSelectPull(pull)}
-                    >
-                      <span>
-                        <span className="block font-medium">{pull.title}</span>
-                        <span className="text-xs text-muted-foreground">
-                          {pull.repo} #{pull.number} · {pull.login}
-                        </span>
-                      </span>
-                    </Button>
-                  </TableCell>
-                  <TableCell className="text-right tabular-nums">{estimateLabel(pull.estimate)}</TableCell>
-                </TableRow>
-              ))}
-              {pulls.length === 0 && (
-                <TableRow>
-                  <TableCell className="text-center text-muted-foreground" colSpan={2}>
-                    {query ? "No matching pull requests." : "No merged pull requests in this period."}
-                  </TableCell>
-                </TableRow>
-              )}
+              <TableRow>
+                <TableCell className="px-4 py-3">
+                  <Button variant="link" className="h-auto p-0" onClick={onViewPeople}>
+                    People
+                  </Button>
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right font-medium tabular-nums">
+                  {formatMoney(metrics.matched_spend)}
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right text-muted-foreground tabular-nums">
+                  {formatMoney(metrics.excluded_spend)}
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right tabular-nums">
+                  {metrics.matched_prs} / {metrics.merged_prs}
+                </TableCell>
+              </TableRow>
+              <TableRow>
+                <TableCell className="px-4 py-3">
+                  <Button variant="link" className="h-auto p-0" onClick={onViewBranches}>
+                    Branches
+                  </Button>
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right font-medium tabular-nums">
+                  {formatMoney(branches?.spend)}
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right text-muted-foreground tabular-nums">
+                  {formatMoney(branches?.unlinked_spend)}
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right tabular-nums">
+                  {branches?.matched_pulls ?? 0} / {metrics.merged_prs}
+                </TableCell>
+              </TableRow>
             </TableBody>
           </Table>
-          {pulls.length > visibleCount && (
+        </div>
+      </section>
+      <ROIPulls
+        summary={summary}
+        pulls={topPulls}
+        onSelectPull={onSelectPull}
+        compact
+        onViewBranches={onViewBranches}
+      />
+    </div>
+  );
+}
+
+export function ROIBranches({
+  summary,
+  onSelectPull,
+  pulls,
+  query,
+  onQueryChange,
+}: PullSelection & {
+  pulls: ROIPull[];
+  query: string;
+  onQueryChange: (query: string) => void;
+}) {
+  return (
+    <div className="space-y-8">
+      <section aria-label="Branch cost analysis" className="space-y-4">
+        <div className="@container overflow-hidden rounded-xl border">
+          <ROIMetrics summary={summary} branchMode />
+          <ROIComparison summary={summary} branchMode />
+        </div>
+      </section>
+      <ROIPulls
+        summary={summary}
+        pulls={pulls}
+        query={query}
+        onQueryChange={onQueryChange}
+        onSelectPull={onSelectPull}
+      />
+    </div>
+  );
+}
+
+function ROIPulls({
+  summary,
+  onSelectPull,
+  pulls,
+  query = "",
+  onQueryChange,
+  compact = false,
+  onViewBranches,
+}: PullSelection & {
+  pulls: ROIPull[];
+  query?: string;
+  onQueryChange?: (query: string) => void;
+  compact?: boolean;
+  onViewBranches?: () => void;
+}) {
+  const changeName = summary.source_provider === "gitlab" ? "merge request" : "pull request";
+  const [pagination, setPagination] = React.useState({ query, visibleCount: 10 });
+  const visibleCount = pagination.query === query ? pagination.visibleCount : 10;
+  const metrics = summary.metrics;
+  const emptyMessage = compact
+    ? "No merged changes with tagged costs yet. Open Branches to see how to add tags."
+    : `No merged ${changeName}s in this period.`;
+  return (
+    <section aria-label={`Merged ${changeName}s`} className="space-y-4">
+      <div className="flex flex-wrap items-center justify-between gap-4">
+        <div className="space-y-1">
+          <h2 className="text-base font-semibold">{compact ? "Highest-cost changes" : "Costs by branch"}</h2>
+          <p className="text-sm text-muted-foreground">
+            {compact
+              ? "Merged work ranked by tagged AI cost"
+              : `${metrics.merged_prs} ${changeName}s · ${metrics.estimated_prs} estimated`}
+            {!compact && metrics.pending_prs > 0 && (
+              <span className="text-amber-700 dark:text-amber-400"> · {metrics.pending_prs} need attention</span>
+            )}
+          </p>
+        </div>
+        {compact ? (
+          <Button variant="outline" onClick={onViewBranches}>
+            View all branches
+          </Button>
+        ) : (
+          <div className="relative w-full sm:w-64">
+            <Search
+              aria-hidden="true"
+              className="pointer-events-none absolute left-3 top-1/2 size-4 -translate-y-1/2 text-muted-foreground"
+            />
+            <Input
+              aria-label={`Search ${changeName}s`}
+              className="pl-9"
+              placeholder={`Search ${changeName}s`}
+              type="search"
+              value={query}
+              onChange={(event) => onQueryChange?.(event.target.value)}
+            />
+          </div>
+        )}
+      </div>
+      <div className="overflow-hidden rounded-xl border">
+        <Table className="min-w-[600px] table-fixed">
+          <TableHeader className="bg-muted/40">
+            <TableRow className="hover:bg-transparent">
+              <TableHead className="w-3/5 px-4 text-xs text-muted-foreground">
+                {changeName === "merge request" ? "Merge request" : "Pull request"}
+              </TableHead>
+              <TableHead className="px-4 text-right text-xs text-muted-foreground">AI cost</TableHead>
+              <TableHead className="px-4 text-right text-xs text-muted-foreground">Estimated effort</TableHead>
+            </TableRow>
+          </TableHeader>
+          <TableBody>
+            {pulls.slice(0, visibleCount).map((pull) => (
+              <TableRow key={`${pull.repo}#${pull.number}`}>
+                <TableCell className="whitespace-normal px-4 py-3">
+                  <Button
+                    aria-label={`Open estimate for ${pull.repo} ${changeName} ${pull.number}`}
+                    className="h-auto w-full justify-start whitespace-normal p-0 text-left"
+                    variant="link"
+                    onClick={() => onSelectPull(pull)}
+                  >
+                    <span className="min-w-0 space-y-1">
+                      <span className="block break-words font-medium leading-5">{pull.title}</span>
+                      <span className="block break-all text-xs font-normal text-muted-foreground">
+                        {pull.repo} #{pull.number} · {pull.login}
+                      </span>
+                      {!compact && pull.source_branch && (
+                        <span className="flex items-start gap-1.5 text-xs font-normal text-muted-foreground">
+                          <GitBranch aria-hidden="true" className="mt-0.5 size-3 shrink-0" />
+                          <span className="break-all">{pull.source_branch}</span>
+                        </span>
+                      )}
+                    </span>
+                  </Button>
+                </TableCell>
+                <TableCell
+                  className={`px-4 py-3 text-right tabular-nums ${pull.branch_cost?.status === "matched" ? "font-medium" : "whitespace-normal text-xs text-muted-foreground"}`}
+                >
+                  {branchCostLabel(pull)}
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right tabular-nums">{estimateLabel(pull.estimate)}</TableCell>
+              </TableRow>
+            ))}
+            {pulls.length === 0 && (
+              <TableRow>
+                <TableCell className="h-32 text-center text-muted-foreground" colSpan={3}>
+                  {query ? `No matching ${changeName}s. Try another search.` : emptyMessage}
+                </TableCell>
+              </TableRow>
+            )}
+          </TableBody>
+        </Table>
+        {pulls.length > visibleCount && (
+          <div className="flex items-center justify-between gap-4 border-t px-4 py-3">
+            <p className="text-xs text-muted-foreground">
+              Showing {Math.min(visibleCount, pulls.length)} of {pulls.length}
+            </p>
             <Button
-              variant="link"
-              className="px-0"
+              variant="outline"
+              size="sm"
               onClick={() =>
                 setPagination((current) => ({
                   query,
@@ -177,26 +276,162 @@ export function ROIOverview({
                 }))
               }
             >
-              Load more pull requests
+              Load more {changeName}s
             </Button>
-          )}
-          <Button variant="outline" onClick={onViewPeople}>
-            Review email matches
-          </Button>
-        </CardContent>
-      </Card>
+          </div>
+        )}
+      </div>
+    </section>
+  );
+}
+
+function ROIMetrics({ summary, branchMode }: { summary: ROISummary; branchMode: boolean }) {
+  const branches = summary.branch_metrics;
+  const metrics = summary.metrics;
+  return (
+    <dl aria-label="Spend and estimated engineering effort" className="grid grid-cols-2 @min-[760px]:grid-cols-4">
+      <MetricCard
+        title="Cost / estimated hour"
+        value={formatMoney(branchMode ? branches?.cost_per_hour : metrics.cost_per_hour)}
+        description="AI cost ÷ estimated effort"
+        primary
+      />
+      <MetricCard
+        title="Matched AI costs"
+        value={formatMoney(branchMode ? branches?.spend : metrics.matched_spend)}
+        description={branchMode ? "Recorded branch requests" : "Matched gateway accounts"}
+      />
+      <MetricCard
+        title="Estimated effort"
+        value={`${formatNumber(branchMode ? branches?.hours : metrics.output_hours)} hrs`}
+        description={summary.effort_basis === "without_ai" ? "Estimated without AI" : "Check estimate assumptions"}
+      />
+      <MetricCard
+        title={branchMode ? "Branch coverage" : "Email coverage"}
+        value={`${branchMode ? branches?.matched_pulls ?? 0 : metrics.matched_prs} / ${metrics.merged_prs}`}
+        description={branchMode ? "Changes with recorded costs" : "Changes with email matches"}
+      />
+    </dl>
+  );
+}
+
+function MetricCard({
+  title,
+  value,
+  description,
+  primary = false,
+}: {
+  title: string;
+  value: string;
+  description: string;
+  primary?: boolean;
+}) {
+  return (
+    <div className={`min-w-0 space-y-2 p-4 sm:p-5 ${primary ? "bg-muted/30" : ""}`}>
+      <dt className="min-h-8 text-xs font-medium text-muted-foreground @min-[360px]:min-h-0">{title}</dt>
+      <dd className="whitespace-nowrap text-xl font-semibold tracking-tight tabular-nums @min-[600px]:text-2xl">
+        {value}
+      </dd>
+      <dd className="text-xs leading-5 text-muted-foreground">{description}</dd>
     </div>
   );
 }
 
-function MetricCard({ title, value }: { title: string; value: string }) {
+function ROIComparison({
+  summary,
+  branchMode,
+  onViewPeople,
+}: {
+  summary: ROISummary;
+  branchMode: boolean;
+  onViewPeople?: () => void;
+}) {
+  const branches = summary.branch_metrics;
+  const metrics = summary.metrics;
+  const unavailableRate =
+    metrics.output_hours > 0
+      ? "Spend per estimated hour is unavailable until all selected repositories can be read."
+      : "Match gateway accounts to calculate costs per estimated hour.";
   return (
-    <Card>
-      <CardHeader className="pb-2">
-        <CardDescription>{title}</CardDescription>
-        <CardTitle className="break-words text-2xl tabular-nums">{value}</CardTitle>
-      </CardHeader>
-    </Card>
+    <div className="border-t">
+      {!branchMode && metrics.cohort_people === 0 && onViewPeople && (
+        <div className="flex flex-wrap items-center justify-between gap-3 border-b px-5 py-3">
+          <p className="text-sm text-muted-foreground">Match people to gateway accounts to see their AI costs.</p>
+          <Button variant="outline" size="sm" onClick={onViewPeople}>
+            Match people
+          </Button>
+        </div>
+      )}
+      <details className="group">
+        <summary className="flex cursor-pointer list-none flex-wrap items-center gap-x-3 gap-y-1 px-5 py-3 text-xs [&::-webkit-details-marker]:hidden">
+          <span className="flex items-center gap-2 font-medium">
+            <ChevronDown aria-hidden="true" className="size-3.5 shrink-0 transition-transform group-open:rotate-180" />
+            How this is calculated
+          </span>
+          <span className="text-muted-foreground sm:ml-auto">
+            {formatMoney(branchMode ? branches?.unlinked_spend : metrics.excluded_spend)}{" "}
+            {branchMode ? "in unmatched costs" : "excluded from calculation"}
+          </span>
+        </summary>
+        <div className="space-y-3 border-t bg-muted/20 px-5 py-4 text-sm leading-6 text-muted-foreground">
+          <p>{effortNote(summary.effort_basis)}</p>
+          {branchMode ? (
+            <>
+              <p>
+                Only branches with matched request costs and complete effort estimates enter the calculation. Costs
+                cover retained requests in this report’s UTC dates, not the branch’s lifetime.
+              </p>
+              <p>
+                Open a change below to find its repository and branch tags. Send both with each gateway request. Email
+                matching is not required. Shared branches stay ambiguous so their costs are not counted twice.
+              </p>
+              <p>
+                {formatMoney(branches?.total_tagged_spend)} in tagged costs was found for these repositories. Costs
+                without a unique, fully estimated change stay unmatched.
+              </p>
+              {(summary.unlinked_branches?.length ?? 0) > 0 && (
+                <div className="space-y-2 border-t pt-3">
+                  <h3 className="font-medium text-foreground">Unmatched branches</h3>
+                  <ul className="divide-y">
+                    {summary.unlinked_branches?.map((row) => (
+                      <li
+                        key={`${row.repo}:${row.branch}`}
+                        className="flex items-start justify-between gap-4 py-2 text-xs"
+                      >
+                        <span className="min-w-0 break-all">
+                          {row.repo}
+                          <br />
+                          {row.branch}
+                        </span>
+                        <span className="shrink-0 tabular-nums">{formatMoney(row.spend)}</span>
+                      </li>
+                    ))}
+                  </ul>
+                </div>
+              )}
+            </>
+          ) : (
+            <>
+              <p>
+                {metrics.cost_per_hour != null
+                  ? `${formatMoney(metrics.matched_spend)} AI costs ÷ ${formatNumber(metrics.output_hours)} estimated hours = ${formatMoney(metrics.cost_per_hour)} per estimated hour.`
+                  : unavailableRate}
+              </p>
+              <p>
+                Includes {metrics.cohort_people} matched {metrics.cohort_people === 1 ? "person" : "people"} with
+                complete estimates. Costs include each person’s full gateway usage across repositories during this UTC
+                period.
+              </p>
+              {onViewPeople && (
+                <Button variant="link" className="h-auto p-0" onClick={onViewPeople}>
+                  Review email matches
+                </Button>
+              )}
+            </>
+          )}
+        </div>
+      </details>
+    </div>
   );
 }
 
@@ -221,93 +456,110 @@ export function ROIPeopleView({
   };
   return (
     <div className="space-y-6">
-      <div className="flex justify-end">
+      <div className="@container overflow-hidden rounded-xl border">
+        <ROIMetrics summary={summary} branchMode={false} />
+        <ROIComparison summary={summary} branchMode={false} />
+      </div>
+      <div className="flex flex-wrap items-center justify-between gap-4">
+        <div className="space-y-1">
+          <h2 className="text-base font-semibold">People and account matches</h2>
+          <p className="text-sm text-muted-foreground">Select a person to match their gateway email.</p>
+        </div>
         <Button variant="outline" onClick={exportCsv}>
+          <Download />
           Export CSV
         </Button>
       </div>
-      <p className="text-sm leading-relaxed text-muted-foreground">
-        {effortNote(summary.effort_basis)} Spend includes each person’s full gateway usage for this period. This does
-        not measure hours saved by AI or financial returns.
-      </p>
-      <Card>
-        <CardContent className="pt-6">
-          <Table>
-            <TableHeader>
-              <TableRow>
-                <TableHead>Person</TableHead>
-                <TableHead className="text-right">Gateway spend</TableHead>
-                <TableHead className="text-right">Estimated hours</TableHead>
-                <TableHead className="text-right">Spend / estimated hour</TableHead>
-              </TableRow>
-            </TableHeader>
-            <TableBody>
-              {summary.people.map((person) => (
-                <TableRow key={person.id}>
-                  <TableCell>
-                    <div className="flex flex-wrap items-center gap-2">
-                      {person.logins.length ? (
-                        person.logins.map((login) =>
-                          readOnly ? (
-                            <span key={login}>{login}</span>
-                          ) : (
-                            <Button
-                              key={login}
-                              variant="link"
-                              className="h-auto p-0"
-                              onClick={() => onMatch(person, login)}
-                            >
-                              {login}
-                            </Button>
-                          ),
-                        )
-                      ) : (
-                        <span>Unassigned gateway spend</span>
-                      )}
+      <div className="overflow-hidden rounded-xl border">
+        <Table className="min-w-[640px]">
+          <TableHeader className="bg-muted/40">
+            <TableRow className="hover:bg-transparent">
+              <TableHead className="px-4 text-xs text-muted-foreground">Person</TableHead>
+              <TableHead className="px-4 text-right text-xs text-muted-foreground">AI cost</TableHead>
+              <TableHead className="px-4 text-right text-xs text-muted-foreground">Estimated effort</TableHead>
+              <TableHead className="px-4 text-right text-xs text-muted-foreground">Cost / est. hour</TableHead>
+            </TableRow>
+          </TableHeader>
+          <TableBody>
+            {summary.people.map((person) => (
+              <TableRow key={person.id}>
+                <TableCell className="px-4 py-3">
+                  <div className="flex flex-wrap items-center gap-2">
+                    {person.logins.length ? (
+                      person.logins.map((login) =>
+                        readOnly ? (
+                          <span key={login}>{login}</span>
+                        ) : (
+                          <Button
+                            key={login}
+                            variant="link"
+                            className="h-auto p-0"
+                            onClick={() => onMatch(person, login)}
+                          >
+                            {login}
+                          </Button>
+                        ),
+                      )
+                    ) : (
+                      <span>Unassigned gateway spend</span>
+                    )}
+                    <span className="text-xs text-muted-foreground">
                       {person.match_methods.some(
                         (method) =>
                           ["manual", "commit email", "profile email"].includes(method) && person.spend != null,
-                      ) ? (
-                        <span className="text-xs text-emerald-700">Matched</span>
-                      ) : (
-                        <span className="text-xs text-muted-foreground">Unmatched</span>
-                      )}
-                    </div>
-                    <p className="text-xs text-muted-foreground">{person.email || "Email unavailable"}</p>
-                    {person.logins.some((login) => identityMap[login.toLowerCase()]) && (
-                      <p className="text-xs text-muted-foreground">Manual email match</p>
-                    )}
-                    {!person.eligible && <p className="text-xs text-muted-foreground">Excluded from ratio</p>}
-                  </TableCell>
-                  <TableCell className="text-right tabular-nums">{formatMoney(person.spend)}</TableCell>
-                  <TableCell className="text-right tabular-nums">
-                    {person.estimated_prs > 0 ? `${formatNumber(person.hours)} hrs` : "—"}
-                    <p className="text-xs text-muted-foreground">
-                      {person.prs} {person.prs === 1 ? "PR" : "PRs"}
-                      {person.pending_prs > 0 ? ` · ${person.pending_prs} pending` : ""}
-                    </p>
-                  </TableCell>
-                  <TableCell className="text-right tabular-nums">{formatMoney(person.cost_per_hour)}</TableCell>
-                </TableRow>
-              ))}
-              {summary.people.length === 0 && (
-                <TableRow>
-                  <TableCell className="text-center text-muted-foreground" colSpan={4}>
-                    No people in this period.
-                  </TableCell>
-                </TableRow>
-              )}
-            </TableBody>
-          </Table>
-        </CardContent>
-      </Card>
-      <details className="rounded-lg border p-4 text-sm">
-        <summary className="cursor-pointer font-medium">How email matching works</summary>
-        <p className="mt-3 text-muted-foreground">
-          Matches use the author’s public GitHub email or commit emails associated with their GitHub account. Email
-          matching ignores case. Private, noreply, and ambiguous emails stay unmatched. Manual matches take priority.
-          People with no spend record or incomplete PR estimates are excluded from the ratio.
-        </p>
+                      )
+                        ? "Matched"
+                        : "Unmatched"}
+                    </span>
+                  </div>
+                  <p className="mt-1 text-xs text-muted-foreground">
+                    {person.email || "No public email"}
+                    {person.logins.some((login) => identityMap[login.toLowerCase()]) ? " · Manual match" : ""}
+                  </p>
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right tabular-nums">{formatMoney(person.spend)}</TableCell>
+                <TableCell className="px-4 py-3 text-right tabular-nums">
+                  {person.estimated_prs > 0 ? `${formatNumber(person.hours)} hrs` : "—"}
+                  <p className="mt-1 text-xs text-muted-foreground">
+                    {person.prs} {person.prs === 1 ? "change" : "changes"}
+                    {person.pending_prs > 0 ? ` · ${person.pending_prs} pending` : ""}
+                  </p>
+                </TableCell>
+                <TableCell className="px-4 py-3 text-right tabular-nums">
+                  {formatMoney(person.cost_per_hour)}
+                  {!person.eligible && <p className="mt-1 text-xs text-muted-foreground">Not included</p>}
+                </TableCell>
+              </TableRow>
+            ))}
+            {summary.people.length === 0 && (
+              <TableRow>
+                <TableCell className="h-32 text-center text-muted-foreground" colSpan={4}>
+                  No people in this period.
+                </TableCell>
+              </TableRow>
+            )}
+          </TableBody>
+        </Table>
+      </div>
+      <details className="group rounded-xl border">
+        <summary className="flex cursor-pointer list-none items-center gap-2 px-5 py-3 text-xs font-medium [&::-webkit-details-marker]:hidden">
+          <ChevronDown aria-hidden="true" className="size-3.5 transition-transform group-open:rotate-180" />
+          How email matching works
+        </summary>
+        <div className="space-y-3 border-t px-5 py-4 text-sm leading-6 text-muted-foreground">
+          <p>
+            Matches use the author’s public profile email
+            {summary.source_provider === "gitlab"
+              ? "."
+              : " or commit emails associated with their GitHub account."}{" "}
+            Private, noreply, and ambiguous emails stay unmatched. Manual matches take priority.
+          </p>
+          <p>
+            Costs include each person’s full gateway usage for this period. People without a spend record or with
+            incomplete estimates are not included in the calculation.
+          </p>
+          <p>{effortNote(summary.effort_basis)}</p>
+        </div>
       </details>
     </div>
   );
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROISettingsPanel.tsx b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROISettingsPanel.tsx
index 977d0dbc760..540ac229de8 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROISettingsPanel.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/ROISettingsPanel.tsx
@@ -38,9 +38,13 @@ export default function ROISettingsPanel({
   readOnly: boolean;
   syncDisabled: boolean;
 }) {
-  const initialStep = initialSettings.has_github_token ? 1 : 0;
+  const [provider, setProvider] = React.useState<"github" | "gitlab">(initialSettings.source_provider ?? "github");
+  const sourceName = provider === "gitlab" ? "GitLab" : "GitHub";
+  const savedToken = provider === "gitlab" ? initialSettings.has_gitlab_token : initialSettings.has_github_token;
+  const savedUrl = provider === "gitlab" ? initialSettings.gitlab_api_url : initialSettings.github_api_url;
+  const initialStep = savedToken ? 1 : 0;
   const [step, setStep] = React.useState(initialSettings.ready ? 2 : initialStep);
-  const [apiUrl, setApiUrl] = React.useState(initialSettings.github_api_url);
+  const [apiUrl, setApiUrl] = React.useState(savedUrl ?? "https://gitlab.com/api/v4");
   const [token, setToken] = React.useState("");
   const [clearToken, setClearToken] = React.useState(false);
   const [repos, setRepos] = React.useState(initialSettings.repos);
@@ -62,8 +66,27 @@ export default function ROISettingsPanel({
   const [error, setError] = React.useState<string | null>(null);
   const [message, setMessage] = React.useState<string | null>(null);
 
-  const canLoadRepositories =
-    initialSettings.has_github_token && !token.trim() && apiUrl === initialSettings.github_api_url;
+  const sourceUnchanged = provider === (initialSettings.source_provider ?? "github") && apiUrl === savedUrl;
+  const credentialsSaved = sourceUnchanged && !token.trim() && !clearToken;
+  const canLoadRepositories = credentialsSaved && (provider === "gitlab" || savedToken);
+  const tokenHelp =
+    provider === "gitlab"
+      ? "For private projects, use a token with read_api scope and project access."
+      : "For private repositories, use a token with read access to contents and pull requests.";
+
+  const changeProvider = (next: "github" | "gitlab") => {
+    setProvider(next);
+    setApiUrl(
+      next === "gitlab"
+        ? initialSettings.gitlab_api_url ?? "https://gitlab.com/api/v4"
+        : initialSettings.github_api_url,
+    );
+    setToken("");
+    setClearToken(false);
+    setRepos([]);
+    setAvailableRepos([]);
+    setHasMoreRepos(false);
+  };
 
   const loadRepositories = async (page: number) => {
     if (!accessToken || !canLoadRepositories) return;
@@ -86,8 +109,10 @@ export default function ROISettingsPanel({
 
   const saveSettings = async () => {
     if (!accessToken || readOnly) return false;
+    const tokenValue = clearToken ? null : token.trim() || undefined;
     const body: ROISettingsUpdate = {
-      github_api_url: apiUrl,
+      source_provider: provider,
+      ...(provider === "gitlab" ? { gitlab_api_url: apiUrl } : { github_api_url: apiUrl }),
       repos,
       estimator_model: model,
       estimator_prompt: prompt,
@@ -95,8 +120,7 @@ export default function ROISettingsPanel({
       update_interval_minutes: Number(intervalHours) * 60,
       ...(clearEstimatorKey ? { estimator_key: null } : {}),
       ...(estimatorKey.trim() ? { estimator_key: estimatorKey.trim() } : {}),
-      ...(clearToken ? { github_token: null } : {}),
-      ...(token.trim() ? { github_token: token.trim() } : {}),
+      ...(provider === "gitlab" ? { gitlab_token: tokenValue } : { github_token: tokenValue }),
     };
     try {
       setBusy(true);
@@ -122,6 +146,8 @@ export default function ROISettingsPanel({
     event.preventDefault();
     if (!(await saveSettings())) return;
     if (onboarding && step === 0) {
+      setStep(1);
+      if (!(token.trim() || savedToken) || clearToken) return;
       try {
         const result = await apiClient.get<ROIRepositoriesResponse>("/roi-calculator/repositories", { accessToken });
         setAvailableRepos(result.repositories);
@@ -157,7 +183,7 @@ export default function ROISettingsPanel({
     try {
       const updated = await apiClient.post<ROISettings>("/roi-calculator/setup/reset", { accessToken });
       setRepos([]);
-      setStep(updated.has_github_token ? 1 : 0);
+      setStep(0);
       setResetOpen(false);
       onReset(updated);
     } catch (reason) {
@@ -173,27 +199,25 @@ export default function ROISettingsPanel({
 
   const formDisabled = busy || syncDisabled;
   const runDisabled = formDisabled || !repos.length || !model;
-  const githubUrlChanged = apiUrl !== initialSettings.github_api_url;
-  const missingReplacementToken = initialSettings.has_github_token && githubUrlChanged && !token.trim();
-  const stepReady = [Boolean(token.trim() || initialSettings.has_github_token), repos.length > 0, Boolean(model)][step];
+  const sourceUrlChanged = apiUrl !== savedUrl;
+  const missingReplacementToken = savedToken && sourceUrlChanged && !token.trim();
+  const stepReady = [true, repos.length > 0, Boolean(model)][step];
   const onboardingLabel = step < 2 ? "Continue" : "Start backfill";
   const submitLabel = onboarding ? onboardingLabel : "Save settings";
 
   return (
-    <Card>
-      <CardHeader>
-        <h2 className="text-base leading-normal font-medium">
-          {onboarding
-            ? ["Connect GitHub to get started", "Choose repositories", "Choose an estimator"][step]
-            : "ROI Calculator settings"}
-        </h2>
-        <CardDescription>
-          {onboarding
-            ? "Your gateway is already connected. Set up GitHub and an estimator to see your first report."
-            : "Choose GitHub repositories and the router model used for metadata-only estimates."}
-        </CardDescription>
-      </CardHeader>
-      <CardContent className="space-y-5">
+    <Card className={onboarding ? "max-w-2xl" : "border-0 py-0 shadow-none ring-0"}>
+      {onboarding && (
+        <CardHeader>
+          <h2 className="text-base leading-normal font-medium">
+            {["Connect your repositories", "Choose repositories", "Choose an estimator"][step]}
+          </h2>
+          <CardDescription>
+            Your gateway is already connected. Choose a source and an estimator for your first report.
+          </CardDescription>
+        </CardHeader>
+      )}
+      <CardContent className={onboarding ? "space-y-5" : "space-y-5 px-0"}>
         {error && (
           <p className="text-sm text-destructive" role="alert">
             {error}
@@ -205,16 +229,34 @@ export default function ROISettingsPanel({
           </p>
         )}
         {onboarding && (
-          <p className="text-sm text-muted-foreground">Step {step + 1} of 3 · GitHub / Repositories / Estimator</p>
+          <p className="text-sm text-muted-foreground">Step {step + 1} of 3 · Source / Repositories / Estimator</p>
         )}
         <form className="space-y-5" onSubmit={(event) => void submit(event)}>
           <fieldset disabled={busy || syncDisabled || readOnly} className="space-y-5">
             {(!onboarding || step === 0) && (
-              <>
+              <section className="space-y-4">
+                {!onboarding && <h3 className="font-semibold">Connection</h3>}
+                <div className="grid gap-2">
+                  <Label htmlFor="roi-source">Repository source</Label>
+                  <select
+                    id="roi-source"
+                    className="h-9 min-w-0 rounded-md border bg-background pl-3 pr-9 text-sm"
+                    value={provider}
+                    onChange={(event) => changeProvider(event.target.value as "github" | "gitlab")}
+                  >
+                    <option value="github">GitHub</option>
+                    <option value="gitlab">GitLab</option>
+                  </select>
+                  {provider !== (initialSettings.source_provider ?? "github") && !onboarding && (
+                    <p className="text-xs text-muted-foreground">
+                      Switching source starts a new report and resets email matches.
+                    </p>
+                  )}
+                </div>
                 <details>
-                  <summary className="cursor-pointer text-sm text-muted-foreground">GitHub Enterprise settings</summary>
+                  <summary className="cursor-pointer text-sm text-muted-foreground">Self-hosted {sourceName}</summary>
                   <div className="mt-3 grid gap-2">
-                    <Label htmlFor="roi-github-url">GitHub API URL</Label>
+                    <Label htmlFor="roi-github-url">{sourceName} API URL</Label>
                     <Input
                       disabled={readOnly}
                       id="roi-github-url"
@@ -224,7 +266,7 @@ export default function ROISettingsPanel({
                   </div>
                 </details>
                 <div className="grid gap-2">
-                  <Label htmlFor="roi-github-token">GitHub token</Label>
+                  <Label htmlFor="roi-github-token">{sourceName} token (optional for public repositories)</Label>
                   <Input
                     autoComplete="new-password"
                     disabled={readOnly}
@@ -235,22 +277,20 @@ export default function ROISettingsPanel({
                       setToken(event.target.value);
                       setClearToken(false);
                     }}
-                    placeholder={initialSettings.has_github_token ? "Token saved" : "Enter a GitHub token"}
+                    placeholder={savedToken ? "Token saved" : `Enter a ${sourceName} token`}
                   />
                   <p className="text-xs text-muted-foreground">
-                    {initialSettings.has_github_token
-                      ? "A token is saved securely and is never shown here."
-                      : "Save a token to list repositories and read private repository metadata."}
+                    {savedToken ? "A token is saved securely and is never shown here." : tokenHelp}
                   </p>
                   {missingReplacementToken && (
                     <p className="text-xs text-amber-700">
-                      Changing the GitHub API URL clears the saved token. Enter a replacement token to keep access.
+                      Changing the API URL clears the saved token. Enter a replacement token to keep access.
                     </p>
                   )}
-                  {initialSettings.has_github_token && (
+                  {savedToken && (
                     <label className="flex items-center gap-2 text-sm">
                       <input
-                        aria-label="Clear saved GitHub token"
+                        aria-label={`Clear saved ${sourceName} token`}
                         checked={clearToken}
                         disabled={readOnly}
                         type="checkbox"
@@ -260,11 +300,14 @@ export default function ROISettingsPanel({
                     </label>
                   )}
                 </div>
-              </>
+              </section>
             )}
             {(!onboarding || step === 1) && (
-              <div className="grid gap-2">
-                <Label htmlFor="roi-repository-search">Repositories</Label>
+              <section className={onboarding ? "space-y-4" : "space-y-4 border-t pt-5"}>
+                <h3 className="font-semibold">Repositories</h3>
+                <Label className="sr-only" htmlFor="roi-repository-search">
+                  Search repositories
+                </Label>
                 <div className="flex gap-2">
                   <Input
                     id="roi-repository-search"
@@ -283,7 +326,9 @@ export default function ROISettingsPanel({
                 </div>
                 {!canLoadRepositories && (
                   <p className="text-xs text-muted-foreground">
-                    Save the GitHub token and API URL before loading repositories.
+                    {provider === "github" && !savedToken
+                      ? "Save a GitHub token to browse repositories, or add a public repository by name."
+                      : "Save the source and connection settings before loading repositories."}
                   </p>
                 )}
                 {repos.length > 0 && (
@@ -302,12 +347,13 @@ export default function ROISettingsPanel({
                     ))}
                   </div>
                 )}
-                <details>
-                  <summary className="cursor-pointer text-xs text-muted-foreground">Add a repository by name</summary>
+                <div>
+                  <Label htmlFor="roi-repository-name">Add a repository by name</Label>
                   <div className="mt-2 flex gap-2">
                     <Input
+                      id="roi-repository-name"
                       aria-label="Repository name"
-                      placeholder="owner/repository"
+                      placeholder={provider === "gitlab" ? "group/subgroup/project" : "owner/repository"}
                       value={repositoryName}
                       onChange={(e) => setRepositoryName(e.target.value)}
                     />
@@ -323,30 +369,27 @@ export default function ROISettingsPanel({
                       Add
                     </Button>
                   </div>
-                </details>
-                <div className="max-h-56 space-y-2 overflow-y-auto rounded-md border p-3">
-                  {availableRepos.map((repository) => (
-                    <label key={repository.name} className="flex items-center gap-2 text-sm">
-                      <input
-                        aria-label={`Select ${repository.name}`}
-                        checked={repos.includes(repository.name)}
-                        disabled={readOnly}
-                        type="checkbox"
-                        onChange={() => toggleRepository(repository.name)}
-                      />
-                      <span>{repository.name}</span>
-                      <span className="text-xs text-muted-foreground">
-                        {repository.visibility}
-                        {repository.archived ? " · archived" : ""}
-                      </span>
-                    </label>
-                  ))}
-                  {availableRepos.length === 0 && (
-                    <p className="text-sm text-muted-foreground">
-                      Load repositories to choose which pull requests to analyze.
-                    </p>
-                  )}
                 </div>
+                {availableRepos.length > 0 && (
+                  <div className="max-h-56 space-y-2 overflow-y-auto rounded-md border p-3">
+                    {availableRepos.map((repository) => (
+                      <label key={repository.name} className="flex items-center gap-2 text-sm">
+                        <input
+                          aria-label={`Select ${repository.name}`}
+                          checked={repos.includes(repository.name)}
+                          disabled={readOnly}
+                          type="checkbox"
+                          onChange={() => toggleRepository(repository.name)}
+                        />
+                        <span>{repository.name}</span>
+                        <span className="text-xs text-muted-foreground">
+                          {repository.visibility}
+                          {repository.archived ? " · archived" : ""}
+                        </span>
+                      </label>
+                    ))}
+                  </div>
+                )}
                 {hasMoreRepos && (
                   <Button
                     type="button"
@@ -358,15 +401,16 @@ export default function ROISettingsPanel({
                     Load more repositories
                   </Button>
                 )}
-              </div>
+              </section>
             )}
             {(!onboarding || step === 2) && (
-              <>
+              <section className={onboarding ? "space-y-4" : "space-y-4 border-t pt-5"}>
+                {!onboarding && <h3 className="font-semibold">Estimation and updates</h3>}
                 <div className="grid gap-2">
                   <Label htmlFor="roi-estimator-model">Estimator model</Label>
                   <select
                     id="roi-estimator-model"
-                    className="h-9 rounded-md border bg-background px-3 text-sm"
+                    className="h-9 min-w-0 rounded-md border bg-background pl-3 pr-9 text-sm"
                     disabled={readOnly}
                     value={model}
                     onChange={(event) => setModel(event.target.value)}
@@ -395,33 +439,35 @@ export default function ROISettingsPanel({
                     />
                   </div>
                 </details>
-                <div className="grid max-w-xs gap-2">
-                  <Label htmlFor="roi-backfill-days">Backfill days</Label>
-                  <Input
-                    id="roi-backfill-days"
-                    min={1}
-                    max={3650}
-                    type="number"
-                    disabled={readOnly}
-                    value={backfillDays}
-                    onChange={(event) => setBackfillDays(event.target.value)}
-                  />
-                </div>
-                <div className="grid max-w-xs gap-2">
-                  <Label htmlFor="roi-interval">Update interval (hours)</Label>
-                  <Input
-                    id="roi-interval"
-                    type="number"
-                    min={0}
-                    max={720}
-                    step="any"
-                    required
-                    value={intervalHours}
-                    onChange={(e) => setIntervalHours(e.target.value)}
-                  />
-                  <p className="text-xs text-muted-foreground">
-                    0 for manual updates; otherwise at least 5 minutes. Updates run while the gateway is running.
-                  </p>
+                <div className="grid gap-4 sm:grid-cols-2">
+                  <div className="grid content-start gap-2">
+                    <Label htmlFor="roi-backfill-days">Backfill days</Label>
+                    <Input
+                      id="roi-backfill-days"
+                      min={1}
+                      max={3650}
+                      type="number"
+                      disabled={readOnly}
+                      value={backfillDays}
+                      onChange={(event) => setBackfillDays(event.target.value)}
+                    />
+                  </div>
+                  <div className="grid gap-2">
+                    <Label htmlFor="roi-interval">Update interval (hours)</Label>
+                    <Input
+                      id="roi-interval"
+                      type="number"
+                      min={0}
+                      max={720}
+                      step="any"
+                      required
+                      value={intervalHours}
+                      onChange={(e) => setIntervalHours(e.target.value)}
+                    />
+                    <p className="text-xs text-muted-foreground">
+                      Use 0 for manual updates. Automatic updates require at least 5 minutes and a running gateway.
+                    </p>
+                  </div>
                 </div>
                 <details>
                   <summary className="cursor-pointer text-sm text-muted-foreground">Advanced settings</summary>
@@ -463,13 +509,13 @@ export default function ROISettingsPanel({
                   </div>
                 </details>
                 <p className="text-xs text-muted-foreground">
-                  Estimates use pull request metadata, without source code. Hours represent estimated effort without AI,
-                  not measured hours saved.
+                  Estimates use descriptions, file counts, and commit messages, without source code. Hours represent
+                  estimated effort without AI, not measured hours saved.
                 </p>
-              </>
+              </section>
             )}
             {!readOnly && (
-              <div className="flex flex-wrap gap-2">
+              <div className="flex flex-wrap gap-2 border-t pt-5">
                 {onboarding && step > 0 && (
                   <Button
                     type="button"
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/roiCalculatorData.test.ts b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/roiCalculatorData.test.ts
index 5b18e33e911..cbc7a35fd0f 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/roiCalculatorData.test.ts
+++ b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/roiCalculatorData.test.ts
@@ -8,11 +8,14 @@ import {
   formatMoney,
   formatNumber,
   formatSyncedAt,
+  highestCostPulls,
   peopleCsv,
 } from "./roiCalculatorData";
 import type { ROIPull } from "./roiCalculatorData";
 
 const pull = (overrides: Partial<ROIPull>): ROIPull => ({
+  source_repo: "github.com/org/repo",
+  source_branch: "feature",
   repo: "org/repo",
   number: 42,
   title: "Improve request routing",
@@ -39,9 +42,20 @@ const summary = {
 };
 
 describe("ROI calculator display helpers", () => {
+  it("ranks only attributed PR costs, limits the overview to five and preserves report order", () => {
+    const pulls = [2, 6, 1, 4, 3, 5].map((spend) =>
+      pull({ number: spend, branch_cost: { status: "matched", spend, requests: 1, cost_per_hour: spend } }),
+    );
+    pulls.push(pull({ number: 99, branch_cost: { status: "ambiguous", spend: 99, requests: 1, cost_per_hour: null } }));
+    pulls.push(pull({ number: 100 }));
+    expect(highestCostPulls(pulls).map((item) => item.number)).toEqual([6, 5, 4, 3, 2]);
+    expect(pulls.map((item) => item.number)).toEqual([2, 6, 1, 4, 3, 5, 99, 100]);
+  });
   it("formats spend and estimated hours without losing null values", () => {
     expect(formatMoney(1234.5)).toBe("$1,234.50");
-    expect(formatMoney(0.0001)).toBe("<$0.01");
+    expect(formatMoney(0.0001)).toBe("$0.0001");
+    expect(formatMoney(0.000186)).toBe("$0.000186");
+    expect(formatMoney(0.0000001)).toBe("<$0.000001");
     expect(formatMoney(0)).toBe("$0.00");
     expect(formatMoney(null)).toBe("—");
     expect(formatNumber(4.25)).toBe("4.3");
@@ -56,13 +70,14 @@ describe("ROI calculator display helpers", () => {
   it("keeps caveat copy tied to the estimate basis and reports match coverage", () => {
     expect(effortNote("without_ai")).toContain("not actual hours worked or hours saved");
     expect(effortNote(null)).toContain("Earlier estimates");
-    expect(coverageLabel(summary)).toBe("1 of 2 PRs have email matches");
+    expect(coverageLabel(summary)).toBe("1 of 2 matched");
   });
 
   it("labels estimates and filters PRs by title, repository, number, or login", () => {
     const matchingPull = pull({});
     expect(estimateLabel(matchingPull.estimate)).toBe("4.5 hrs");
-    expect(estimateLabel({ status: "needs_review", hours: null, reasoning: "", cached: false })).toBe("Needs review");
+    const incompleteEstimate = { status: "needs_review" as const, hours: null, reasoning: "", cached: false };
+    expect(estimateLabel(incompleteEstimate)).toBe("Needs review");
     expect(filterPulls([matchingPull], "ROUTING")).toEqual([matchingPull]);
     expect(filterPulls([matchingPull], "nobody")).toEqual([]);
   });
@@ -75,6 +90,9 @@ it("exports precise spend, cohort eligibility and safely quoted CSV values", ()
     effort_basis: "without_ai",
     people: [
       {
+        id: "export-person",
+        estimated_prs: 1,
+        match_methods: ["manual"],
         email: '=HYPERLINK("bad")',
         logins: ["alice", "bob"],
         spend: 0.0001,
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/roiCalculatorData.ts b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/roiCalculatorData.ts
index 4e5ff05de60..11a254e3908 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/roiCalculatorData.ts
+++ b/ui/litellm-dashboard/src/app/(dashboard)/roi-calculator/_components/roiCalculatorData.ts
@@ -25,8 +25,14 @@ const SYNCED_AT_FORMAT_OPTIONS: Intl.DateTimeFormatOptions = {
 
 export const formatMoney = (value: number | null | undefined): string => {
   if (value == null) return "—";
-  if (value > 0 && value < 0.01) return "<$0.01";
-  return new Intl.NumberFormat("en-US", { style: "currency", currency: "USD", maximumFractionDigits: 2 }).format(value);
+  if (value > 0 && value < 0.000001) return "<$0.000001";
+  const options: Intl.NumberFormatOptions = {
+    style: "currency",
+    currency: "USD",
+    minimumFractionDigits: 2,
+    maximumFractionDigits: Math.abs(value) > 0 && Math.abs(value) < 0.01 ? 6 : 2,
+  };
+  return new Intl.NumberFormat("en-US", options).format(value);
 };
 
 export const formatNumber = (value: number | null | undefined): string =>
@@ -45,7 +51,8 @@ export const effortNote = (basis: string | null | undefined): string =>
 
 export const coverageLabel = (summary: {
   metrics: Pick<ROISummary["metrics"], "matched_prs" | "merged_prs">;
-}): string => `${summary.metrics.matched_prs} of ${summary.metrics.merged_prs} PRs have email matches`;
+  source_provider?: string;
+}): string => `${summary.metrics.matched_prs} of ${summary.metrics.merged_prs} matched`;
 
 export const estimateLabel = (estimate: ROIEstimate): string => {
   if (estimate.status === "estimated") return `${formatNumber(estimate.hours)} hrs`;
@@ -57,10 +64,18 @@ export const filterPulls = (pulls: ROIPull[], query: string): ROIPull[] => {
   const normalized = query.trim().toLocaleLowerCase();
   if (!normalized) return pulls;
   return pulls.filter((pull) =>
-    `${pull.title} ${pull.repo} ${pull.number} ${pull.login}`.toLocaleLowerCase().includes(normalized),
+    `${pull.title} ${pull.repo} ${pull.number} ${pull.login} ${pull.source_branch ?? ""}`
+      .toLocaleLowerCase()
+      .includes(normalized),
   );
 };
 
+export const highestCostPulls = (pulls: ROIPull[]): ROIPull[] =>
+  pulls
+    .filter((pull) => pull.branch_cost?.status === "matched")
+    .sort((left, right) => (right.branch_cost?.spend ?? 0) - (left.branch_cost?.spend ?? 0))
+    .slice(0, 5);
+
 export const peopleCsv = (summary: Pick<ROISummary, "people" | "start" | "end" | "effort_basis">): string => {
   const escape = (value: unknown): string => {
     const text = value == null ? "" : String(value);
@@ -83,7 +98,7 @@ export const peopleCsv = (summary: Pick<ROISummary, "people" | "start" | "end" |
   return [
     [
       "email",
-      "github_logins",
+      "source_logins",
       "gateway_spend_usd",
       "estimated_hours",
       "merged_prs",
@@ -99,3 +114,10 @@ export const peopleCsv = (summary: Pick<ROISummary, "people" | "start" | "end" |
     .map((row) => row.map(escape).join(","))
     .join("\r\n");
 };
+
+export const branchCostLabel = (pull: ROIPull): string => {
+  if (!pull.branch_cost || pull.branch_cost.status === "unavailable") return "Sync to calculate";
+  if (pull.branch_cost.status === "ambiguous") return "Ambiguous branch";
+  if (pull.branch_cost.status === "unattributed") return "No tagged requests";
+  return formatMoney(pull.branch_cost.spend);
+};
diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts
index 22bf16ead92..5c0987d1069 100644
--- a/ui/litellm-dashboard/src/lib/http/schema.d.ts
+++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts
@@ -41250,6 +41250,67 @@ export interface components {
                 };
             } | null;
         };
+        /** ROIBranchAttribution */
+        ROIBranchAttribution: {
+            /** Branch */
+            branch: string;
+            /** Repo */
+            repo: string;
+            /**
+             * Requests
+             * @default 0
+             */
+            requests: number;
+            /** Spend */
+            spend?: number | null;
+            /**
+             * Status
+             * @default unattributed
+             * @enum {string}
+             */
+            status: "matched" | "unattributed" | "ambiguous" | "unavailable";
+        };
+        /** ROIBranchMetrics */
+        ROIBranchMetrics: {
+            /** Cost Per Hour */
+            cost_per_hour?: number | null;
+            /**
+             * Hours
+             * @default 0
+             */
+            hours: number;
+            /**
+             * Matched Pulls
+             * @default 0
+             */
+            matched_pulls: number;
+            /**
+             * Spend
+             * @default 0
+             */
+            spend: number;
+            /**
+             * Total Tagged Spend
+             * @default 0
+             */
+            total_tagged_spend: number;
+            /**
+             * Unlinked Spend
+             * @default 0
+             */
+            unlinked_spend: number;
+        };
+        /** ROIBranchSpend */
+        ROIBranchSpend: {
+            /** Branch */
+            branch: string;
+            /** Repo */
+            repo: string;
+            /** Requests */
+            requests: number;
+            /** Spend */
+            spend: number;
+        };
         /** ROIEstimateResponse */
         ROIEstimateResponse: {
             /**
@@ -41346,6 +41407,7 @@ export interface components {
         ROIPullResponse: {
             /** Additions */
             additions: number;
+            branch_cost?: components["schemas"]["ROIBranchAttribution"];
             /** Cache Key */
             cache_key?: string | null;
             /** Changed Files */
@@ -41377,6 +41439,16 @@ export interface components {
             profile_email: string;
             /** Repo */
             repo: string;
+            /**
+             * Source Branch
+             * @default
+             */
+            source_branch: string;
+            /**
+             * Source Repo
+             * @default
+             */
+            source_repo: string;
             /** Title */
             title: string;
             /** Url */
@@ -41418,10 +41490,20 @@ export interface components {
             estimator_prompt: string;
             /** Github Api Url */
             github_api_url: string;
+            /**
+             * Gitlab Api Url
+             * @default https://gitlab.com/api/v4
+             */
+            gitlab_api_url: string;
             /** Has Estimator Key */
             has_estimator_key: boolean;
             /** Has Github Token */
             has_github_token: boolean;
+            /**
+             * Has Gitlab Token
+             * @default false
+             */
+            has_gitlab_token: boolean;
             /** Identity Map */
             identity_map: {
                 [key: string]: string;
@@ -41430,6 +41512,12 @@ export interface components {
             ready: boolean;
             /** Repos */
             repos: string[];
+            /**
+             * Source Provider
+             * @default github
+             * @enum {string}
+             */
+            source_provider: "github" | "gitlab";
             /** Update Interval Minutes */
             update_interval_minutes: number;
         };
@@ -41447,13 +41535,20 @@ export interface components {
             github_api_url?: string | null;
             /** Github Token */
             github_token?: string | null;
+            /** Gitlab Api Url */
+            gitlab_api_url?: string | null;
+            /** Gitlab Token */
+            gitlab_token?: string | null;
             /** Repos */
             repos?: string[] | null;
+            /** Source Provider */
+            source_provider?: ("github" | "gitlab") | null;
             /** Update Interval Minutes */
             update_interval_minutes?: number | null;
         };
         /** ROISummaryResponse */
         ROISummaryResponse: {
+            branch_metrics?: components["schemas"]["ROIBranchMetrics"];
             /** Effort Basis */
             effort_basis: string | null;
             /** End */
@@ -41473,12 +41568,23 @@ export interface components {
             pulls: components["schemas"]["ROIPullResponse"][];
             /** Repos */
             repos: string[];
+            /**
+             * Source Provider
+             * @default github
+             * @enum {string}
+             */
+            source_provider: "github" | "gitlab";
             /** Start */
             start: string;
             /** Synced At */
             synced_at: string;
             /** Trend */
             trend: components["schemas"]["ROITrendResponse"][];
+            /**
+             * Unlinked Branches
+             * @default []
+             */
+            unlinked_branches: components["schemas"]["ROIBranchSpend"][];
             /** Warnings */
             warnings: string[];
         };