Evidently

Open SourceApache-2.0

Evidently is ​​an open-source ML and LLM observability framework.

Difficulty
●● Medium
Last check
2026-08-05

Description

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.

Preview

Evidently Preview

Platforms

LinuxmacOS

Replaces the following proprietary tools

DatadogEvidently
New RelicEvidently
PagerDutyEvidently

Self-Hosting

Evidently can be self-hosted on your own infrastructure. Visit the official documentation for installation instructions.

Documentation →

Tags

#data-drift#data-quality#data-science#data-validation#generative-ai#hacktoberfest#html-report

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