ray
Ray provides a simple, universal API for building distributed applications.
v2.54.0by Ray TeamApache 2.0
AI Health Summary — Claude-generated analysis of download trends, maintenance, and risk signals.
Upgrade to PRONo known vulnerabilities in the latest version
Based on latest version 2.54.0. If you're running an older version, check OSV for your specific version.
Exclude CI/CDPRO
Best Day
2.2M
Apr 17
Worst Day
1.2M
Mar 22
Peaks On
Tues
1.8M avg
Quietest
Suns
1.4M avg
Download Trend
By Version
Version Downloads
By Python Version
Version Downloads
Badge
Markdown
[](/packages/ray)
HTML
<a href="/packages/ray"><img src="/api/badges/ray?period=month" alt="PyPI Stats"></a>