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Editor score 78
Analytics / Monitoring
evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Why use it
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Best for
developers
Deployment options
compose · docker
Resource requirements
moderate
Alternative to
No mapping yet
Common setup stack
Reverse proxy · HTTPS certs · auth gateway · backups