PyPI Stats
DataBiosphere

toil

A WDL, CWL and Python API supporting easy-to-use workflow engine. It is scalable, efficient and cross-platform (Linux/macOS).
PyPI GitHub
Downloads
Day
445
Week
6.2K
Month
31.5K
Stars
929
Forks
244
Issues
398
Version
9.3.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
65
Adoption
44
Community
90
How the maintenance status was determined
Last commit
1 days ago
Monthly downloads
31,544
• 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
31,544
Stars
929
Stars per 1k downloads
29.45
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
891
Month daily avg
1,051
Momentum
-15.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.10
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 v2.0
• 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
58 days ago
Total releases
460
Releases/year
43.1
• 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
130
Monthly downloads
31,544
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
80
 
Issue Burden
428.4
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
53.3%
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 105

Python Versions

3.7
38.1% 40
2.7
36.2% 38
3.10
15.2% 16
3.9
6.7% 7
3.8
3.8% 4

Top Countries

1. IN IN
457
2. US US
124
3. DE DE
31
4. SG SG
4
5. GB GB
2
6. CA CA
1

Dependencies

15
68 optional dependencies

Used By

9

Package Information

License
Apache License v2.0
First Release
September 2, 2015
Last Release
1 month ago
Last Commit
2 days ago
Latest Version
9.3.0
Total Releases
460
Contributors
130
Open PRs
12
Archived
No
Author
Benedict Paten and the Toil community
Python Versions
3.10 3.11 3.12 3.13 3.14
Wheels
py2 py3
Topics
cwl python mesos slurm gridengine workflow pipeline aws common-workflow-language kubernetes wdl workflow-description-language
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links