PyPI Stats
vllm-project

guidellm

Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs
PyPI GitHub
Downloads
Day
857
Week
3.4K
Month
15.7K
Stars
1.1K
Forks
146
Issues
63
Version
0.7.0a25

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
64
Adoption
51
Community
70
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
15,660
• 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
15,660
Stars
1,087
Stars per 1k downloads
69.41
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
480
Month daily avg
522
Momentum
-8.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<4.0,>=3.10.0
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-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
20 days ago
Total releases
86
Releases/year
51.1
• 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
55
Monthly downloads
15,660
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
76
 
Issue Burden
58.0
per 1k stars
Discussions
16.6
per 1k stars
Fork Ratio
37.7%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 120
Windows 2
macOS 1

Python Versions

3.12
47.2% 58
3.10
37.4% 46
3.13
8.1% 10
3.11
5.7% 7
3.14
1.6% 2

Top Countries

1. US US
125
2. CN CN
10
3. TW TW
8
4. RU RU
5
5. CA CA
3
6. KR KR
3
7. SG SG
3
8. VN VN
3
9. OM OM
2
10. HK HK
1

Dependencies

21
42 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache-2.0
First Release
August 29, 2024
Last Release
2 weeks ago
Last Commit
1 week ago
Latest Version
0.7.0a25
Total Releases
86
Contributors
55
Open PRs
28
Archived
No
Author
Red Hat
Wheels
py3
Keywords
ai benchmarking deep-learning deployment evaluation guidance inference language-models large-language-model llm machine-learning model-benchmark model-evaluation nlp performance vllm
Topics
-
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links