Package Insights
Package Risks
- No releases in 713 days despite active commits
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
89
Adoption
34
Community
80
How the maintenance status was determined
Last commit
22 days ago
Monthly downloads
3,036
•
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
3,036
Stars
18,344
Stars per 1k downloads
6042.16
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
63
Month daily avg
101
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.9
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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
735 days ago
Total releases
13
Releases/year
4.1
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
4,306
Monthly downloads
3,036
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
89
Issue Burden
6.6
per 1k stars
Discussions
3.6
per 1k stars
Fork Ratio
146.7%
contrib / forks
Stale Release
713d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
37
Python Versions
3.11
40.5%
15
3.13
32.4%
12
3.12
27.0%
10
Top Countries
1.
US
38
US
2.
CA
1
CA
Dependencies
43
- aiolimiter
- anthropic
- backoff
- beartype >=0.12.0
- blobfile
- chess
- dacite
- datasets
- docker
- evaluate
- filelock
- fire
- flask
- google-generativeai
- gymnasium
- jiwer
- langchain
- langdetect
- lz4
- matplotlib
- mock
- mypy
- networkx
- nltk
- numexpr
- numpy
- openai >=1.0.0
- pandas
- playwright
- pydantic
- pytest
- pyyaml
- sacrebleu
- seaborn
- snowflake-connector-python
- spacy-universal-sentence-encoder
- statsmodels
- termcolor
- tiktoken
- tqdm
- types-pyyaml
- types-tqdm
- zstandard
Used By
0
Not used by any tracked packages
Package Information
License
Unknown
First Release
March 14, 2023
Last Release
2 years ago
Last Commit
3 weeks ago
Latest Version
3.0.1.post1
Total Releases
13
Contributors
4,306
Open PRs
68
Archived
No
Wheels
py3
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh