PyRank
opentensor

bittensor

Internet-scale Neural Networks
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

bittensor has 239K monthly downloads and 1K GitHub stars. Version 10.5.0 supports Python <3.15,>=3.10, first published in 2021.

It is actively maintained under a permissive license, last released in Jun 2026.

It is built on top of aiohttp, async-substrate-interface and asyncstdlib. It is used by 25 tracked packages, including lium-io, proof-of-portfolio and celium-collateral-contracts.

GitHub topics include neural-networks, machine-learning and p2p-network.

Downloads
Day
7.0K
Week
56.4K
Month
239.0K
Stars
1.5K
Forks
473
Issues
1
Version
10.5.0

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
71
Adoption
73
Community
80
Provenance
0
How the maintenance status was determined
Last commit
11 days ago
Monthly downloads
239,017
• 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
239,017
Stars
1,468
Stars per 1k downloads
6.14
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
8,056
Month daily avg
7,967
Momentum
+1.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.15,>=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
MIT License
• 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
11 days ago
Total releases
190
Releases/year
34.6
• 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
131
Monthly downloads
239,017
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
60
 
Issue Burden
0.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
27.7%
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 4.1K
macOS 26
Windows 8

Python Versions

3.12
41.1% 1.7K
3.11
36.0% 1.5K
3.10
11.4% 468
3.14
8.0% 329
3.13
3.4% 141

Top Countries

1. US US
3.6K
2. KR KR
371
3. DE DE
131
4. GB GB
77
5. FI FI
68
6. CZ CZ
37
7. IE IE
37
8. CA CA
30
9. FR FR
27
10. SE SE
26
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT License
First Release
January 9, 2021
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
10.5.0
Total Releases
190
Contributors
131
Open PRs
0
Archived
No
Author
bittensor.com
Wheels
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links