OpenAI-compatible endpoint evidence
What did the endpoint actually deliver?
Controlled requests across pinned providers reveal delivery errors, token-accounting differences, cache reporting, latency, and repeatability. These are observations—not verdicts about cause or intent.
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Provider comparison
| Provider | n | Error | Expected | Trunc. | Tokens/modal | Cache hit | Latency |
|---|
Tokens/modal compares reported prompt tokens for the same case and repeat. Cache hit uses provider-reported cached tokens. Neither identifies a cause by itself.
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Underlying evidence
Read carefully
Evidence, with boundaries
- Consensus is not truth, and disagreement is not proof of misrepresentation.
- Reported usage and cache counts are not independently attested.
- One run describes one model, route, region, configuration, and time window.
- Provider behavior can change after collection.