Evidently
Open Source Apache-2.0Evidently is an open-source ML and LLM observability framework.
Website
discord.gg/xZjKRaNp8b GitHub
evidentlyai/evidently Difficulty
●● Medium Last check
2026-05-02 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
Platforms
Linux macOS
Replaces the following proprietary tools
Datadog → Evidently
New Relic → Evidently
PagerDuty → Evidently
Self-Hosting
Evidently can be self-hosted on your own infrastructure. Visit the official documentation for installation instructions.
Documentation →Categories
Tags
#data-drift
#data-quality
#data-science
#data-validation
#generative-ai
#hacktoberfest
#html-report
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