# Verify GPT-5.6 Luna Endpoints

Check that an endpoint selling GPT-5.6 Luna really serves it. A test compares the endpoint's answers with answers collected from OpenAI, through OpenRouter pinned to OpenAI.

- **Official Provider:** OpenAI, through OpenRouter pinned to OpenAI
- **Reference Answers:** 1,000
- **Declared Precision:** closed model
- **Checks:** Identity
- **Reference Data Updated:** 2026-10-16

## How Well a Test Works

| Size | Requests | Genuine Confirmed | Wrongly Flagged | Substitutes Caught |
|---|---|---|---|---|
| Standard | 80 | 99.5% | 0.5% | 100.0% |
| Thorough | 160 | 99.5% | 0.5% | 100.0% |

Simulated from the reference answers. A substitute that isn't caught ends inconclusive: it is never confirmed as this model.

## Notes

- No refusal check: GPT-5.6 Luna's weights aren't published, so nobody can abliterate it.
- No competence check yet: the competence check needs hard tasks collected from the official provider, which this model doesn't have.

## Guides

- [How the Identity Check Works](https://llm-id.sh/docs/identity)
- [Testing an Endpoint](https://llm-id.sh/docs/testing-an-endpoint)
- [Limits](https://llm-id.sh/docs/limits)

Test a GPT-5.6 Luna endpoint: https://llm-id.sh/app#new

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From llm-id.sh: https://llm-id.sh/models/gpt-5.6-luna