cocodot

AI 中转降智检测

测测你正在用的中转 API 是不是满血模型 —— 花高配的钱,别被偷偷换成便宜小模型。填你自己的中转信息,一键跑 6 道探针。

🔒 你的 key 我们不存、不记日志、用完即弃 —— 只用于这一次检测。检测逻辑 开源可自查,不放心也可以下 CLI 本地跑。一个测别人掺水的工具,自己绝不碰你的 key。

How it works

Six deterministic probes with known-correct answers — base64 decoding, long-context needle recall, reasoning traps, instruction following, refusal behaviour and output-format compliance. A full-strength model passes nearly all of them; a silently downgraded or swapped model fails a predictable subset. You get a 0-100 score plus a per-probe breakdown, in about 10-30 seconds.

FAQ

What does "model downgrade" mean?

Some relays quietly route your request to a cheaper, smaller model than the one you asked for — you pay flagship prices and get budget output. Others trim context windows or strip capabilities. This tool detects both.

How does the test work?

It sends six deterministic probes whose correct answers are known in advance (base64 decoding, needle-in-a-haystack recall, reasoning traps, instruction following). A full model passes almost all of them; a downgraded one fails a predictable subset. You get a 0-100 score and a per-probe breakdown.

Is my API key safe?

The key is used for that one test run and is never stored, logged or reused. The whole methodology is open source, so you can read exactly what happens — or run the CLI locally instead.

Can I test relays other than cocodot?

Yes — that is the point. It works against any OpenAI-compatible endpoint. Test your current provider, test us, compare. We publish our own score rather than asking you to trust us.

AI Relay Downgrade Test — Check If Your API Serves the Real Model | cocodot · cocodot