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Hosted Service Observability & Evaluation

Athina AI

1Tests 2monitors 3and 4evaluates 5LLM 6applications

the six Ws · specification

W1 Who

LLM application teams that need automated prompt testing and production observability.

W2 What

Athina AI, formerly athina-evals, is a testing and observability platform that runs automated evals against LLM outputs and traces production requests.

W3 Where

Available as a hosted cloud platform with an open source Python and TypeScript SDK on GitHub.

W4 When

Launched around 2023 and actively maintained into 2026 under the athina-ai GitHub organization.

W5 Why

Helps teams catch regressions and hallucinations before they reach users and monitor cost, latency and quality in production.

W6 With

Integrates with OpenAI, Anthropic and other LLM providers via API keys and a Python or TypeScript SDK.

W7 Watch

SDK is open source, repo moved to athina-ai/athina-evals, but the full platform is a commercial hosted service requiring an account and API key, check what trace data leaves your infrastructure.

llm evaluationprompt testingproduction tracingrag evaluationcost monitoring

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