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Great question, and the existing answers explain the infrastructure side well. Just want to add a bit more practical context:

The core issue is that GitHub Models and Copilot Chat are actually two separate systems that happen to share a UI surface.
GitHub Models'/inference/chat/completions endpoint is essentially a proxy to Azure AI Foundry, which is why it follows Azure's model catalog. Copilot Chat, on the other hand, has direct partnerships/routing to Anthropic and Google that bypass that Azure layer entirely — hence the mismatch.

As of now, there's no public commitment from GitHub to bring Claude/Gemini into the Models REST API. The GitHub roadmap discussions haven't surfaced anything…

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Answer selected by Mohammed-Basheer

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