diff --git a/litellm/constants.py b/litellm/constants.py
index d53686e5e5b..defc9337e9b 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -55,6 +55,7 @@ S3_PREFIX_DIGEST_CHARS: Final = 16
 MAX_S3_OBJECT_DOWNLOAD_FILENAME_BYTES: Final = 1024
 DEFAULT_SQS_FLUSH_INTERVAL_SECONDS: Final = int(os.getenv("DEFAULT_SQS_FLUSH_INTERVAL_SECONDS", 10))
 DEFAULT_NUM_WORKERS_LITELLM_PROXY: Final = int(os.getenv("DEFAULT_NUM_WORKERS_LITELLM_PROXY", 1))
+budget_reservation_disabled_info_emitted = False
 DYNAMIC_RATE_LIMIT_ERROR_THRESHOLD_PER_MINUTE = int(os.getenv("DYNAMIC_RATE_LIMIT_ERROR_THRESHOLD_PER_MINUTE", 1))
 DEFAULT_SQS_BATCH_SIZE: Final = int(os.getenv("DEFAULT_SQS_BATCH_SIZE", 512))
 SQS_SEND_MESSAGE_ACTION: Final = "SendMessage"
diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index abce10690e5..4dbae6394f6 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -2833,7 +2833,7 @@ class ConfigGeneralSettings(LiteLLMPydanticObjectBase):
             "Enable only if your deployment is experiencing phantom "
             "BudgetExceededError responses caused by leaked reservations "
             "(see GitHub issue #27639). "
-            "A proxy-level WARNING is logged on every request while this flag "
+            "An INFO notice is logged once per worker at config load while this flag "
             "is active as a reminder that hard enforcement is relaxed."
         ),
     )
diff --git a/litellm/proxy/auth/auth_utils.py b/litellm/proxy/auth/auth_utils.py
index 1e4836654a1..f78c4221f5a 100644
--- a/litellm/proxy/auth/auth_utils.py
+++ b/litellm/proxy/auth/auth_utils.py
@@ -11,7 +11,7 @@ from fastapi import HTTPException, Request, status
 from pydantic import PositiveInt, TypeAdapter, ValidationError
 
 import litellm
-from litellm import Router, provider_list
+from litellm import Router, constants, provider_list
 from litellm._logging import verbose_proxy_logger
 from litellm.constants import (
     BATCH_ENQUEUED_TOKEN_LIMIT_METADATA_KEY,
@@ -1390,6 +1390,24 @@ def warn_once_if_custom_auth_skips_common_checks(
     _custom_auth_common_checks_warning_emitted = True
 
 
+def log_once_if_budget_reservation_disabled(
+    *,
+    disabled: bool,
+    logger: Logger = verbose_proxy_logger,
+) -> None:
+    if constants.budget_reservation_disabled_info_emitted or not disabled:
+        return
+    logger.info(
+        "disable_budget_reservation is enabled: skipping optimistic budget "
+        "reservation. Budget enforcement is read-time only. Concurrent "
+        "requests can each pass the spend check before their cost is recorded, "
+        "so a configured budget may be briefly exceeded under high concurrency. "
+        "Set disable_budget_reservation to False or remove it to restore "
+        "hard per-request budget enforcement."
+    )
+    constants.budget_reservation_disabled_info_emitted = True  # rebind-ok: process-wide one-shot sentinel
+
+
 def is_pass_through_provider_route(route: str) -> bool:
     PROVIDER_SPECIFIC_PASS_THROUGH_ROUTES: Final = [
         "vertex-ai",
diff --git a/litellm/proxy/auth/user_api_key_auth.py b/litellm/proxy/auth/user_api_key_auth.py
index 93293db24c6..b39b1f330b3 100644
--- a/litellm/proxy/auth/user_api_key_auth.py
+++ b/litellm/proxy/auth/user_api_key_auth.py
@@ -2706,14 +2706,6 @@ async def _reserve_budget_after_common_checks(
     if skip_budget_checks:
         return
     if general_settings.get("disable_budget_reservation") is True:
-        verbose_proxy_logger.warning(
-            "disable_budget_reservation is enabled: skipping optimistic budget "
-            "reservation. Budget enforcement is read-time only — concurrent "
-            "requests can each pass the spend check before their cost is recorded, "
-            "so a configured budget may be briefly exceeded under high concurrency. "
-            "Set disable_budget_reservation to False or remove it to restore "
-            "hard per-request budget enforcement."
-        )
         return
 
     from litellm.proxy.spend_tracking.budget_reservation import (
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 0915b8dd1b9..32b6b841af7 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -306,6 +306,7 @@ from litellm.proxy.auth.auth_checks import (
 from litellm.proxy.auth.auth_utils import (
     check_response_size_is_safe,
     is_request_body_safe,
+    log_once_if_budget_reservation_disabled,
     warn_once_if_custom_auth_skips_common_checks,
 )
 from litellm.proxy.auth.fallback_model_access import router_fallback_access_check
@@ -5653,6 +5654,10 @@ class ProxyConfig:
                 run_common_checks=bool(general_settings.get("custom_auth_run_common_checks", False)),
             )
 
+            log_once_if_budget_reservation_disabled(
+                disabled=general_settings.get("disable_budget_reservation") is True,
+            )
+
             custom_key_generate: Final = general_settings.get("custom_key_generate", None)
             if custom_key_generate is not None:
                 user_custom_key_generate = get_instance_fn(value=custom_key_generate, config_file_path=config_file_path)
diff --git a/tests/test_litellm/proxy/auth/test_auth_utils.py b/tests/test_litellm/proxy/auth/test_auth_utils.py
index a996de4d40c..aaf630ad29b 100644
--- a/tests/test_litellm/proxy/auth/test_auth_utils.py
+++ b/tests/test_litellm/proxy/auth/test_auth_utils.py
@@ -3,6 +3,7 @@ Unit tests for auth_utils functions related to rate limiting and customer ID ext
 """
 
 import base64
+import logging
 from typing import Optional
 from unittest.mock import MagicMock, patch
 
@@ -15,6 +16,7 @@ from litellm.proxy.auth.auth_utils import (
     abbreviate_api_key,
     check_complete_credentials,
     custom_auth_common_checks_warning,
+    log_once_if_budget_reservation_disabled,
     warn_once_if_custom_auth_skips_common_checks,
     get_end_user_id_from_request_body,
     get_key_mcp_rpm_limit,
@@ -101,6 +103,41 @@ class TestWarnOnceIfCustomAuthSkipsCommonChecks:
         assert logger.warning.call_count == 0
 
 
+class TestLogOnceIfBudgetReservationDisabled:
+    @pytest.fixture(autouse=True)
+    def _reset_sentinel(self, monkeypatch):
+        monkeypatch.setattr(
+            "litellm.constants.budget_reservation_disabled_info_emitted",
+            False,
+        )
+
+    def test_logs_info_only_once_when_enabled(self, caplog):
+        with caplog.at_level(logging.INFO, logger="LiteLLM Proxy"):
+            log_once_if_budget_reservation_disabled(disabled=False)
+            assert not any(
+                "disable_budget_reservation is enabled" in record.message
+                for record in caplog.records
+            )
+            for _ in range(3):
+                log_once_if_budget_reservation_disabled(disabled=True)
+
+        records = [
+            record
+            for record in caplog.records
+            if "disable_budget_reservation is enabled" in record.message
+        ]
+        assert len(records) == 1
+        assert records[0].levelno == logging.INFO
+
+    def test_logs_to_injected_logger_only_once(self):
+        logger = MagicMock()
+        log_once_if_budget_reservation_disabled(disabled=False, logger=logger)
+        for _ in range(3):
+            log_once_if_budget_reservation_disabled(disabled=True, logger=logger)
+        assert logger.info.call_count == 1
+        assert "disable_budget_reservation is enabled" in logger.info.call_args[0][0]
+
+
 class TestGetKeyModelRpmLimit:
     """Tests for get_key_model_rpm_limit function."""
 
diff --git a/tests/test_litellm/proxy/auth/test_user_api_key_auth.py b/tests/test_litellm/proxy/auth/test_user_api_key_auth.py
index d44f96d95bf..541aeabcbcd 100644
--- a/tests/test_litellm/proxy/auth/test_user_api_key_auth.py
+++ b/tests/test_litellm/proxy/auth/test_user_api_key_auth.py
@@ -1,5 +1,6 @@
 import asyncio
 import json
+import logging
 from contextlib import contextmanager
 from datetime import datetime, timedelta
 from types import SimpleNamespace
@@ -146,6 +147,35 @@ async def test_disable_budget_reservation_skips_reservation():
     assert user_api_key_auth_obj.budget_reservation is None
 
 
+@pytest.mark.asyncio
+async def test_disable_budget_reservation_does_not_log_per_request(caplog):
+    user_api_key_auth_obj = UserAPIKeyAuth(token="test_token")
+
+    with caplog.at_level(logging.INFO, logger="LiteLLM Proxy"):
+        for _ in range(3):
+            await _reserve_budget_after_common_checks(
+                user_api_key_auth_obj=user_api_key_auth_obj,
+                request_data={"model": "gpt-4o"},
+                route="/v1/chat/completions",
+                llm_router=None,
+                team_object=None,
+                user_object=None,
+                prisma_client=None,
+                user_api_key_cache=MagicMock(),
+                proxy_logging_obj=MagicMock(),
+                skip_budget_checks=False,
+                general_settings={"disable_budget_reservation": True},
+            )
+
+    records = [
+        record
+        for record in caplog.records
+        if "disable_budget_reservation is enabled" in record.message
+    ]
+    assert records == []
+    assert user_api_key_auth_obj.budget_reservation is None
+
+
 @pytest.mark.asyncio
 async def test_budget_reservation_runs_when_not_disabled():
     """Control for #27639: with the flag absent, the reservation still runs and is stored."""
diff --git a/tests/test_litellm/proxy/proxy_server/test_proxy_config.py b/tests/test_litellm/proxy/proxy_server/test_proxy_config.py
index 2babfe432f3..770cec1834e 100644
--- a/tests/test_litellm/proxy/proxy_server/test_proxy_config.py
+++ b/tests/test_litellm/proxy/proxy_server/test_proxy_config.py
@@ -9,6 +9,7 @@ Pins covered:
 from __future__ import annotations
 
 import json
+import logging
 import os
 import re
 from types import SimpleNamespace
@@ -1633,6 +1634,32 @@ async def test_ProxyConfig_load_config_minimal_yaml(tmp_path, monkeypatch):
     }
 
 
+@pytest.mark.asyncio
+@pytest.mark.parametrize("setting", ["true", "false", "null", "'true'", None])
+async def test_load_config_logs_disabled_budget_reservation_once(tmp_path, monkeypatch, caplog, setting):
+    config_file = tmp_path / "budget.yaml"
+    flag = f"  disable_budget_reservation: {setting}\n" if setting is not None else ""
+    config_file.write_text(
+        "model_list: []\nlitellm_settings: {}\ngeneral_settings:\n"
+        "  master_key: null\n" + flag
+    )
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", None)
+    monkeypatch.setattr("litellm.proxy.proxy_server.store_model_in_db", False)
+    monkeypatch.setattr("litellm.constants.budget_reservation_disabled_info_emitted", False)
+    monkeypatch.delenv("LITELLM_CONFIG_BUCKET_NAME", raising=False)
+    config = ProxyConfig()
+
+    with caplog.at_level(logging.INFO, logger="LiteLLM Proxy"):
+        for _ in range(3):
+            await config.load_config(router=None, config_file_path=str(config_file))
+
+    records = [
+        record for record in caplog.records
+        if "disable_budget_reservation is enabled" in record.message
+    ]
+    assert [record.levelno for record in records] == ([logging.INFO] if setting == "true" else [])
+
+
 @pytest.mark.asyncio
 async def test_ProxyConfig_load_config_resolves_router_settings_plugins(tmp_path, monkeypatch):
     """Regression: router_settings.plugins dotted-path strings must be resolved to
diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts
index 7121124e64f..6c2311a0ed9 100644
--- a/ui/litellm-dashboard/src/lib/http/schema.d.ts
+++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts
@@ -25798,7 +25798,7 @@ export interface components {
             disable_auto_add_proxy_admin_to_teams?: boolean | null;
             /**
              * Disable Budget Reservation
-             * @description If True, disables the optimistic per-request budget reservation introduced in v1.84.0. WARNING: This weakens hard budget enforcement. Without the reservation, a burst of concurrent requests from a single key can each pass the read-time spend check before any of them is charged, allowing a configured budget to be exceeded under high concurrency. Budgets are still evaluated on every request at read time, so an already-exhausted budget is still rejected. Enable only if your deployment is experiencing phantom BudgetExceededError responses caused by leaked reservations (see GitHub issue #27639). A proxy-level WARNING is logged on every request while this flag is active as a reminder that hard enforcement is relaxed.
+             * @description If True, disables the optimistic per-request budget reservation introduced in v1.84.0. WARNING: This weakens hard budget enforcement. Without the reservation, a burst of concurrent requests from a single key can each pass the read-time spend check before any of them is charged, allowing a configured budget to be exceeded under high concurrency. Budgets are still evaluated on every request at read time, so an already-exhausted budget is still rejected. Enable only if your deployment is experiencing phantom BudgetExceededError responses caused by leaked reservations (see GitHub issue #27639). An INFO notice is logged once per worker at config load while this flag is active as a reminder that hard enforcement is relaxed.
              */
             disable_budget_reservation?: boolean | null;
             /**