PyPI Stats
AgnostiqHQ

covalent

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (AgnostiqHQ/covalent) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
255
Week
1.6K
Month
6.6K
Stars
860
Forks
110
Issues
68
Version
0.241.0rc0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
61
Adoption
58
Community
70
How the maintenance status was determined
Last commit
13 days ago
Monthly downloads
6,554
• 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
6,554
Stars
860
Stars per 1k downloads
131.22
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
225
Month daily avg
218
Momentum
+3.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
13 days ago
Total releases
136
Releases/year
23.6
• 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
63
Monthly downloads
6,554
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
83
 
Issue Burden
79.1
per 1k stars
Discussions
87.2
per 1k stars
Fork Ratio
57.3%
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 35

Python Versions

3.8
63.9% 23
3.10
33.3% 12
3.12
2.8% 1

Top Countries

1. RU RU
135
2. SG SG
31
3. US US
25
4. JP JP
5
5. KR KR
1

Dependencies

21
14 optional dependencies

Used By

2

Package Information

License
Apache License 2.0
First Release
July 31, 2020
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
0.241.0rc0
Total Releases
136
Contributors
63
Open PRs
31
Archived
No
Author
Agnostiq
Python Versions
3 3.11 3.12 3.13
Topics
hpc workflow workflow-automation workflow-management quantum-computing hpc-applications python machine-learning pipelines covalent orchestration parallelization machinelearning machinelearning-python quantum quantum-machine-learning data-science data-pipeline deep-learning hacktoberfest
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links