PyPI Stats
star-whale

starwhale

an MLOps/LLMOps platform
PyPI GitHub

Shared Repository

This package shares its GitHub repository (star-whale/starwhale) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
23
Week
191
Month
1.8K
Stars
238
Forks
39
Issues
111
Version
0.6.15

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
40
Popularity
49
Adoption
32
Community
45
How the maintenance status was determined
Last commit
502 days ago
Monthly downloads
1,807
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
1,807
Stars
238
Stars per 1k downloads
131.71
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
27
Month daily avg
60
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<3.12,>=3.7
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
650 days ago
Total releases
183
Releases/year
44.8
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
10
Monthly downloads
1,807
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
60
 
Issue Burden
466.4
per 1k stars
Discussions
12.6
per 1k stars
Fork Ratio
25.6%
contrib / forks
Stale Release
147d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

No Python version data available

Top Countries

1. CA CA
1

Dependencies

40
46 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache License 2.0
First Release
April 7, 2022
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.6.15
Total Releases
183
Contributors
10
Open PRs
9
Archived
No
Author
Starwhale Team
Python Versions
3.7 3.8 3.9 3.10 3.11
Wheels
py3
Keywords
MLOps AI Starwhale Model Evaluation
Topics
mlops ai infra cloud-native kubernetes model-evaluation dataset runtime datastore llm llmops fine-tuning
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links