No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
quantstats has 317K monthly downloads and 7K GitHub stars. Version 0.0.81 supports Python 3.10+, first published in 2019.
It is stably maintained under a permissive license, last released in Jan 2026.
It is built on top of matplotlib, numpy and pandas. It is used by 40 tracked packages, including fwquant, mtxai and bbstrader.
GitHub topics include quant, algotrading and algorithmic-trading.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
35
Popularity
84
Adoption
75
Community
60
Provenance
0
How the maintenance status was determined
Last commit
174 days ago
Monthly downloads
316,690
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
316,690
Stars
7,398
Stars per 1k downloads
23.36
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
10,570
Month daily avg
10,556
Momentum
+0.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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-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
174 days ago
Total releases
3
Releases/year
0.4
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
29
Monthly downloads
316,690
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
1.1
per 1k stars
Discussions
4.6
per 1k stars
Fork Ratio
2.4%
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
8.6K
Windows
478
macOS
311
Python Versions
3.12
50.5%
4.6K
3.11
23.7%
2.2K
3.13
13.2%
1.2K
3.14
7.8%
715
3.10
4.8%
446
Top Countries
1.
US
7.5K
US
2.
IN
935
IN
3.
SG
148
SG
4.
JP
130
JP
5.
DE
109
DE
6.
HK
92
HK
7.
CN
88
CN
8.
FI
88
FI
9.
NL
63
NL
10.
ID
36
ID
Dependencies
8
- matplotlib >=3.7.0
- numpy >=1.24.0
- pandas >=1.5.0
- python-dateutil >=2.8.0
- scipy >=1.11.0
- seaborn >=0.13.0
- tabulate >=0.9.0
- yfinance >=0.2.40
5 optional dependencies
- plotly[plotly]
- pyright[dev]
- pytest[dev]
- pytest-cov[dev]
- ruff[dev]
Used By
40
- fwquant
- mtxai
- bbstrader
- algodojo
- empyrial
- jh-quant
- byquant-core
- aponyx
- pqsdk
- godolib
- ezyquant
- minitrade
- algosystem
- minibt
- quantminer
- quantification
- quantbt
- fund-cli
- spartaqube
- common-butia
- zenbt
- jiuhuang-pysdk
- haruna
- olympustrader
- alphapy-pro
- rlportfolio
- bktest
- eops
- tradegym
- sua
- eigenledger
- qetrader
- frozen-quant
- qpanel
- byquant
- dexsdk
- strat
- byquant2
- byquantlib
- qdtrader
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache-2.0
First Release
May 1, 2019
Last Release
5 months ago
Last Commit
5 months ago
Latest Version
0.0.81
Total Releases
3
Contributors
29
Open PRs
14
Archived
No
Python Versions
3
3.10
3.11
3.12
3.13
Wheels
py2
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh