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EvoScientist-WebUI/docs/schemas/provider-usage-compatibility.md
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Provider usage compatibility matrix

This matrix freezes the replay contract used by UsageCaptureCallback. It records the provider adapter identity before custom-compatible profiles are converted to native LangChain adapters. The replay source is fixtures/providers/compatibility.json and is executed by the Python contract suite.

Locked SDK versions: langchain-core 1.4.8, langchain-openai 1.2.1, and langchain-anthropic 1.4.8.

Provider profile type Adapter Final usage location Stream usage location Request ID location Missing/error result
OpenAI openai AIMessage.usage_metadata final AIMessageChunk.usage_metadata response_metadata.request_id unknown
Anthropic anthropic AIMessage.usage_metadata final AIMessageChunk.usage_metadata response_metadata.id unknown
Custom OpenAI-compatible openai normalized AIMessage.usage_metadata normalized final chunk response_metadata.x_request_id when supplied unknown
Custom Anthropic-compatible anthropic normalized AIMessage.usage_metadata normalized final chunk response_metadata.id when supplied unknown

Every row replays non-stream success, stream usage followed by error, success without usage, and model error without usage. Stream usage remains an in-memory observation until the terminal callback. No request parameter is changed to obtain usage; providers that omit it remain enumerable as unknown.