evidentlyai/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.
8k stars · 949 forks · Jupyter Notebook
Healthy
Healthy: maintained by 3 people in the last 90 days, no known risks.
Why
No rule fired.
What would change this
- A dormant maintenance status, a deprecated or archived package, a successor link, or a critical advisory would change this.
Maintenance
CompleteSlowing
- Human commits, 30 days
- 0
- Human commits, 90 days
- 3
- Human commits, 365 days
- 89
- Bot share of commits, 365 days
- 0%
- Last commit
- Sep 10, 2026 (1 month ago)
- Last human commit
- Sep 10, 2026 (1 month ago)
- Authors, 90 days
- 3
- Last release
- Sep 11, 2026 (1 month ago)
- Median PR merge time
- 11 hours
Responsiveness: of 13 recent issues, 0% got a maintainer reply. Median first response: n/a.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Organization
- Commits sampled
- 89 since Oct 14, 2025
- Authors for half of commits
- 2
- Authors for 80% of commits
- 3
- Contributors
- 88
Top committers
- DimaAmega: 40% of commits
- Liraim: 22% of commits
- mike0sv: 19% of commits
- emeli-dral: 8% of commits
- jasperbruin: 2% of commits
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence high
Bursts
- Jan 19, 2021 to Jan 19, 2021: about 10 more stars than usual, peak 10 in one day, a spike that tapers off. We couldn't check for an outside explanation.
- Apr 28, 2021 to Apr 28, 2021: about 16 more stars than usual, peak 18 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Jul 7, 2021 to Jul 8, 2021: about 108 more stars than usual, peak 69 in one day, a spike that tapers off. No outside explanation found, so this burst is unexplained.
- Aug 4, 2021 to Aug 7, 2021: about 180 more stars than usual, peak 99 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Dec 21, 2021 to Dec 28, 2021: about 164 more stars than usual, peak 30 in one day, a shape we can't classify. Outside explanation: a jump in forks.
- Jan 2, 2022 to Jan 4, 2022: about 45 more stars than usual, peak 29 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Dec 8, 2022 to Dec 9, 2022: about 33 more stars than usual, peak 25 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Dec 4, 2023 to Dec 7, 2023: about 97 more stars than usual, peak 40 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- Feb 22, 2026 to Feb 24, 2026: about 73 more stars than usual, peak 48 in one day, a spike that tapers off. Outside explanation: a jump in forks.
- 1 stars GitHub has since removed (tracked since Oct 14, 2026).
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
- Info: The OpenSSF Scorecard for this project is 3.5 out of 10 (deps.dev). Details
License
- Now
- Apache-2.0 (OSI-approved)
- A year ago
- Apache-2.0 (OSI-approved)
Packages
- evidently (PYPI): latest 0.7.23, published Sep 11, 2026
Advisories for the latest version: none listed
Package and advisory data: deps.dev and OSV.
OpenSSF Scorecard: 3.5 out of 10 (via deps.dev).
Sources: GitHub: evidentlyai/evidently, deps.dev: PyPI evidently
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/evidentlyai/evidently)Earlier verdicts
- Oct 14, 2026: Healthy
- Oct 14, 2026: Healthy