
Evidently AI
8.3#2 in machine learning model monitoring softwareFrom $80 a monthFree planWebAPILinuxmacOS
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| Fact | Evidently AI | Pydantic Evals |
|---|---|---|
| Purpose | Evidently evaluates, tests, and monitors LLMs, RAG applications, AI agents, and machine-learning models. | Pydantic Evals tests and evaluates AI systems, from simple LLM calls to complex multi-agent applications. |
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It suits teams evaluating or monitoring AI applications and predictive ML models, including those that want open-source tooling or a hosted platform. Its synthetic-data and red-team capabilities may also suit teams assessing adversarial inputs and risks.
You want what its maker publishes above — check its page for the details.