PyRank
polakowo

vectorbt

The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.
PyPI GitHub
More links
Download Stats
Verified repo
Monthly downloads
347.3K
Weekly downloads
87.3K
GitHub stars *
9.3K

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

Package Information

Latest Version
1.1.2
Requires Python
<3.15,>=3.11
Licence
Unknown
Last Release
1 week ago
First Release
June 27, 2020
Total Releases
81
Python Versions
3.11 3.12 3.13 3.14
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
100
Popularity
85
Adoption
75
Community
60
Provenance
100
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
347,279
• 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
347,279
Stars
9,331
Stars per 1k downloads
26.87
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
12,474
Month daily avg
11,576
Momentum
+7.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
<3.15,>=3.11
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
Not specified
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
Package does not declare a license.
How the release cadence was determined
Last release
6 days ago
Total releases
81
Releases/year
12.8
• 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
26
Monthly downloads
347,279
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
77
 
Issue Burden
12.6
per 1k stars
Discussions
23.4
per 1k stars
Fork Ratio
2.2%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 10.5K
Windows 374
macOS 263

Python Versions

3.12
39.3% 4.2K
3.11
20.9% 2.2K
3.10
16.5% 1.8K
3.13
15.5% 1.6K
3.14
7.8% 823

Top Countries

1. US US
9.3K
2. DE DE
555
3. IN IN
229
4. SG SG
155
5. FI FI
135
6. NL NL
76
7. KR KR
70
8. CN CN
56
9. HK HK
56
10. GB GB
51

Weekly Downloads

GitHub Stars *

Dependencies

17
21 optional dependencies

Used By

16
View all 16 dependents

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology