PyPI Stats
microsoft

promptbench

A unified evaluation framework for large language models
PyPI GitHub
Downloads
Day
17
Week
66
Month
603
Stars
2.8K
Forks
220
Issues
0
Version
0.0.4

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
4
Popularity
71
Adoption
27
Community
40
How the maintenance status was determined
Last commit
601 days ago
Monthly downloads
603
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
603
Stars
2,801
Stars per 1k downloads
4645.11
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
Needs at least 1,000 monthly downloads to classify popularity.
How download momentum is calculated
Week daily avg
9
Month daily avg
20
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
>=3.9
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
643 days ago
Total releases
8
Releases/year
3.3
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
21
Monthly downloads
603
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
40
 
Issue Burden
0.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
9.5%
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 8
Windows 1

Python Versions

3.11
44.4% 4
3.12
44.4% 4
3.14
11.1% 1

Top Countries

1. CR CR
4
2. US US
4
3. SG SG
2
4. CA CA
1
5. IN IN
1

Dependencies

18

Used By

0
Not used by any tracked packages

Package Information

License
Unknown
First Release
November 27, 2023
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.0.4
Total Releases
8
Contributors
21
Open PRs
2
Archived
Yes
Wheels
py3
Keywords
pytorch large language models prompt tuning dyval evaluation
Topics
adversarial-attacks chatgpt evaluation large-language-models robustness prompt prompt-engineering benchmark
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links