PyRank
kernc

backtesting

🔎 📈 🐍 💰 Backtest trading strategies in Python.
PyPI GitHub
More links
Download Stats Documentation Tracker
Monthly downloads
183.4K
Weekly downloads
45.1K
GitHub stars
9.0K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.6.6
Requires Python
>=3.9
Licence
AGPL-3.0
Last Release
2 months ago
Author
Zach Lûster
First Release
February 4, 2025
Total Releases
7
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
60
Popularity
85
Adoption
72
Community
70
Provenance
0
How the maintenance status was determined
Last commit
72 days ago
Monthly downloads
183,443
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
183,443
Stars
9,032
Stars per 1k downloads
49.24
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
6,438
Month daily avg
6,115
Momentum
+5.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.9
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
AGPL-3.0
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
86 days ago
Total releases
7
Releases/year
4.1
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
51
Monthly downloads
183,443
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
87
 
Issue Burden
5.5
per 1k stars
Discussions
52.9
per 1k stars
Fork Ratio
3.3%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 5.9K
Windows 224
macOS 104

Python Versions

3.12
73.6% 4.6K
3.11
12.0% 744
3.13
7.8% 485
3.14
5.0% 307
3.10
1.6% 99

Top Countries

1. US US
5.5K
2. DE DE
205
3. IN IN
45
4. JP JP
40
5. SG SG
35
6. NL NL
31
7. KR KR
30
8. CA CA
22
9. CN CN
22
10. GB GB
21

Weekly Downloads

GitHub Stars

Dependencies

3
13 optional dependencies

Used By

9