PyPI Stats
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.
PyPI GitHub
Downloads
Day
46.8K
Week
263.4K
Month
1.2M
Stars
7.4K
Forks
836
Issues
230
Version
0.7.21

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
83
Adoption
70
Community
70
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
1,183,990
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
1,183,990
Stars
7,443
Stars per 1k downloads
6.29
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
37,627
Month daily avg
39,466
Momentum
-4.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
Apache License 2.0
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
57 days ago
Total releases
153
Releases/year
28.1
• Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
90
Monthly downloads
1,183,990
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
65
 
Issue Burden
30.9
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
10.8%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 26.6K
Windows 246
macOS 88

Python Versions

3.10
43.4% 11.5K
3.12
30.8% 8.2K
3.11
23.4% 6.2K
3.9
1.5% 387
3.13
1.1% 283

Top Countries

1. US US
17.6K
2. NL NL
5.4K
3. IN IN
1.0K
4. DE DE
758
5. IE IE
746
6. SG SG
266
7. JP JP
185
8. GB GB
154
9. BR BR
134
10. RU RU
86

Dependencies

26
36 optional dependencies

Used By

7

Package Information

License
Apache License 2.0
First Release
November 25, 2020
Last Release
1 month ago
Last Commit
4 days ago
Latest Version
0.7.21
Total Releases
153
Contributors
90
Open PRs
35
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13
Wheels
py3
Topics
data-drift jupyter-notebook pandas-dataframe machine-learning model-monitoring html-report mlops data-science hacktoberfest data-quality data-validation generative-ai llm llmops
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links