evidentlyai/evidently

AI DevOps

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.

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7.5

GitHub Metrics

Stars

8.0k

Forks

958

Open Issues

349

Watchers

Contributors

Weekly Commits

Language

Jupyter Notebook

License

Apache-2.0

Last Commit

Sep 29, 2026

Created

Nov 25, 2020

Latest Release

v0.7.23

Release Date

Sep 11, 2026

Synced: Oct 27, 2026

Quality Scores

Documentation Qualityw: 20%

7.7

Has docs site (https://discord.gg/xZjKRaNp8b). Description: 176 chars. Stars signal: 8,012. Contributors: 97. Score: 7.7/10

Community Healthw: 20%

7.4

Stars: 8,012. Contributors: 97. Watchers: 55. Forks: 958. Issue ratio: 4.4%. Score: 7.4/10

Maintenance Velocityw: 15%

7.3

Last commit: 28d ago. Weekly commits: 0. Latest release: v0.7.23. Maturity bonus: 5.9y old. Score: 7.3/10

API Design & DXw: 20%

7.3

Stars/issues ratio: 23. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 8,012 stars. Score: 7.3/10

Production Readinessw: 15%

7.8

Battle-tested: 8,012 stars. Peer review: 97 contributors. Versioned: v0.7.23. Licensed: Apache-2.0. Age: 5.9 years. Maintenance: last commit 28d ago. Score: 7.8/10

Ecosystem Integrationw: 10%

7.7

Fork interest: 958. Ecosystem: Jupyter Notebook. Integration-friendly: Apache-2.0. Adoption: 8,012 stars. Has web presence. Score: 7.7/10