* fix(cost): split a provider-reported total between input and output by the cost map rate ratio
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(cost): expect the kyma reported-cost headers to follow the cost map rate split
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(cost): keep the kyma test file at its original formatting
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(cost): price the response-cost header split from the served model, not the request alias
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: devin-ai-integration[bot] <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(test-harness): preserve sibling auth modules in isolated worker configs
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): expect servers in MCP connect-flow descriptions
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): expect ptu_hours in daily activity metrics after #43043
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): kill every serving worker once the SCIM push blocks on the row lock
* fix(cost): price exact cost-map names before price-free capability rule matches
* test(streaming): price a priced alias stream at its deployment model and keep the unpriceable case unmapped
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(cost): price an explicit base_model under its own provider after candidate reordering
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(cost): retain priced generalized candidates and skip explicit-pricing lookups
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(cost): assert custom pricing makes no remote model-info requests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* refactor(cost): keep the per-candidate pricing provider final
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* fix(router): pin a Bedrock application profile prompt for the one-hour ttl its base model sends
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): assert the Nova Sonic tool-call argument delta carries the full arguments
* fix(cost): sort cost candidates from the static cost map and rules, without provider lookups
* test(integration): bill route-priced Bedrock chat streams and responses, and pin application profiles for an hour on messages and cache hits
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Yuneng Jiang <yuneng@berri.ai>
* fix(azure): add responses_api_version so the Responses route stops using the deployment chat api_version
* fix(azure_ai): fold Grok reasoning tokens into completion_tokens like the xai provider
* fix(utils): refresh provider model sets after register_model
* fix(cost-map): align azure gpt-6.1-sol reasoning effort flags with the openai row
* test(e2e): cover Azure Responses on a deployment pinned to a dated chat api_version
* fix(utils): keep router deployment ids out of provider model sets
register_model now refreshes the provider sets, so the per-request and
router registrations keyed by a deployment id put those opaque ids into
wildcard model listings. Those callers now pass
add_to_provider_model_sets=False.
* fix(azure): carry responses_api_version through the chat to Responses bridge
completion() dropped responses_api_version from the litellm_params it hands
the Responses bridge, so azure/responses/<model> on a dated chat api_version
still built the 404ing /openai/responses URL. Also cover the auto-router
marker never forwarding the new param.
* fix(azure): stop listing a wrong set of reasoning efforts when none is rejected
The message said only low, medium and high are supported, which is wrong for
models that also take xhigh such as gpt-6.1-sol.
* test(azure): use the latest grok and gpt-5.4 rows in the new azure tests
* fix(proxy): list each wildcard-expanded model once
A provider set can hold a model both bare and provider-prefixed, which now
happens after any priced request registers its openai/<model> key, so the
openai/* listing showed that model twice.
* fix(azure): route Responses past dated GA api_versions by default
A deployment pinned to a dated GA api_version such as 2024-10-21 for chat now sends Responses calls (create, get, delete, cancel, input_items and the azure/responses/ bridge) to the default Responses version, because those dated versions have no Responses route on Azure and 404. responses_api_version still overrides it, -preview, v1, latest and preview versions are kept, an api-version in the api_base query still wins, and chat keeps api_version as before
* chore(azure_ai): mark the grok chunk_parser dict as an override contract
* fix(azure): rewrite only the route's /openai segment when moving a call to v1
The v1 rewrite in the Azure URL builder replaced every "/openai" substring in the path, so a gateway
api_base like https://apim.example.com/openai-gw/team turned into /openai/v1-gw/team/openai/v1/responses.
Dated GA Responses calls now land on the v1 route by default, which made this reachable for them too,
so the rewrite now only touches the last /openai path segment.
The Responses version resolver no longer duplicates the builder's default for an unset api_version.
Tests cover the gateway api_base case, the env AZURE_API_BASE query-string precedence, and the e2e suite
now has one test for the dated GA default and one where only responses_api_version can make the call work
* test(integration): cover Azure Responses api_version, Grok reasoning spend, wildcard listing and reasoning_effort none
Wire tests pin the Azure route and query for chat, Responses and the azure/responses bridge on a dated GA api_version, and check responses_api_version never reaches the request body. Cost cases check azure_ai Grok folds reasoning tokens into completion_tokens and spend, streaming and not. A config-driven proxy checks /v1/models next to an openai/* wildcard lists each id once and never a deployment id. Azure gpt-6.1-sol rejects reasoning_effort none before reaching upstream and drops it with drop_params
* fix(utils): list ai21 chat and vertex code models under their provider wildcard
register_model now files ai21 chat models into ai21_chat_models, which models_by_provider never read, so a registered ai21 chat model dropped out of ai21/* listings. models_by_provider now reads ai21_chat_models and the vertex code chat and code text sets too.
* fix(main): keep caller-chosen model names out of provider wildcard listings
---------
Co-authored-by: yuneng-jiang <yuneng@berri.ai>
* test(cost): add tier 1 cost tracking cases for gpt-5.6-terra, gemini-4-argon and gemini-3.1-pro-preview
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(cost): add audit 3 shape cases for vertex_ai and azure_ai claude
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(cost): mark azure gpt-5.6-terra priority case as known bug
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(cost): add Azure AI Claude Haiku 5.5 cases
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(cost): declare service tier cache price fields on CostMapEntry
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(cost): drop CostMapEntry reorder now declared on main
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): move the openai cost tracking cases from cost_tracking_cases.json to CostTrackingTestCase literals
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
* test(integration): move the remaining cost tracking cases, the cost map and the batch/realtime cases from cost_tracking_cases.json to Python literals (#45885)
Co-authored-by: kerry <kerry@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
---------
Co-authored-by: kerry <kerry@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
