CCDV-F Model Selection & Optimization EASY
PRODUCTION SCENARIO
A gateway service hardcodes each model's context window and output limit in a config file. Every model release forces a code change, and a stale entry recently caused prompt-too-long errors.

Which source should the service read those limits from instead?

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Answer: The Models API, which returns max_input_tokens, max_tokens and capabilities

The Models API returns max_input_tokens, max_tokens and a capabilities object for every available model, so the gateway can read limits at runtime instead of shipping a config change per release. The other three descriptions are accurate and none of them is a ceiling: the usage object reports what a single request consumed, the token counting endpoint reports the size of the request you sent, and the deprecations page publishes lifecycle status and retirement dates rather than token limits.
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