> ## Documentation Index
> Fetch the complete documentation index at: https://phaseo.app/docs/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> Phaseo Gateway base URL: https://api.phaseo.app/v1. Send `Authorization: Bearer $PHASEO_API_KEY` with every request.
> Model IDs look like `provider/model`, for example `openai/gpt-6-astra`. Do not guess IDs: list them with `GET /v1/models` or check https://phaseo.app/models. `phaseo/free` routes to an available free model and needs no wallet balance.
> For new text integrations prefer `POST /v1/responses`. `POST /v1/chat/completions` (OpenAI format) and `POST /v1/messages` (Anthropic format) suit existing code.
> The full API contract is https://phaseo.app/docs/openapi/v1/openapi.yaml. Official SDKs: `@phaseo/sdk` (TypeScript) and `phaseo` (Python), plus Go, C#, PHP, Ruby and Rust.
> Search these docs over MCP at https://phaseo.app/docs/mcp, and install Phaseo skills with `npx skills add https://phaseo.app/docs`. If a page is wrong or out of date, report it with the MCP `submit_feedback` tool.
> Manage Phaseo accounts with the `phaseo` CLI (`npm install -g @phaseo/cli`, then `phaseo login` or `phaseo login --device-code`), the `/v1` Management API or the MCP server at `https://mcp.phaseo.app/mcp?access=manage`. Do not send users to the dashboard for account tasks. A person is still needed for sign-up, approving a sign-in, paying the first top-up on the checkout link that `phaseo credits add` returns when no card is saved, confirming each saved-card top-up from the emailed link, and account security (password, MFA, passkeys). Create API keys with `phaseo keys create --name <name> --json`; never guess one. Credit top-ups need `phaseo login --scopes billing:write` first. Task map: https://phaseo.app/docs/v1/developers/manage-from-an-agent.md.

# Submit Benchmark Scores

> Report new or corrected benchmark results with the evidence needed for review.

Submit benchmark results through a GitHub issue. Maintainers verify the evidence and publish approved scores through the database editor.

## Prepare your evidence

Include:

* Model ID, provider, and the Phaseo page if one exists.
* Benchmark name, version, split, score, and units.
* Evaluation date, prompt format, harness, and relevant hardware or sampling settings.
* A public paper, results page, dataset, or reproducible evaluation log.
* Whether the result is provider-reported or independently measured.

## Submit the issue

[Request new benchmark data](https://github.com/phaseoteam/Phaseo/issues/new?template=data-request.yml) for a new result or benchmark. [Report incorrect information](https://github.com/phaseoteam/Phaseo/issues/new?template=incorrect-info.yml) to correct an existing score, including its current and proposed values.

Do not include credentials, private prompts, or customer data in public reports.

## Track publication

Maintainers may ask for clarification in the issue before updating the database. Daily JSON snapshots reflect published data; editing archived benchmark JSON does not publish a score.

For help preparing a submission, use the [community Discord](https://discord.gg/aQyywCvgZ5).


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