PyPI Stats
triton-inference-server

triton-model-navigator

Triton Model Navigator: An inference toolkit for optimizing and deploying machine learning models and pipelines on the Triton Inference Server and PyTriton.
PyPI GitHub
Downloads
Day
194
Week
517
Month
1.0K
Stars
220
Forks
28
Issues
3
Version
0.14.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
47
Adoption
30
Community
40
How the maintenance status was determined
Last commit
91 days ago
Monthly downloads
1,029
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
1,029
Stars
220
Stars per 1k downloads
213.80
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
74
Month daily avg
34
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
<4,>=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
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
379 days ago
Total releases
31
Releases/year
10.0
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
20
Monthly downloads
1,029
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
35
 
Issue Burden
13.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
71.4%
contrib / forks
Stale Release
287d
 
PR Velocity
Quiet
 

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. DE DE
30
2. US US
4
3. CA CA
1

Dependencies

25
34 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
Apache 2.0
First Release
March 29, 2023
Last Release
1 year ago
Last Commit
3 months ago
Latest Version
0.14.0
Total Releases
31
Contributors
20
Open PRs
0
Archived
No
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
triton inference server pytriton optimization service nvidia tensorrt onnx tensorflow pytorch jax
Topics
deep-learning gpu inference
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links