PyPI Stats
truera

trulens-providers-bedrock

Evaluation and Tracking for LLM Experiments and AI Agents
PyPI GitHub

Shared Repository

This package shares its GitHub repository (truera/trulens) with 20 other packages. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
249
Week
1.1K
Month
4.8K
Stars
3.3K
Forks
271
Issues
33
Version
2.8.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
73
Adoption
36
Community
60
How the maintenance status was determined
Last commit
2 days ago
Monthly downloads
4,833
• 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
4,833
Stars
3,288
Stars per 1k downloads
680.32
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
161
Month daily avg
161
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
<4.0,>=3.9
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
• 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
6 days ago
Total releases
84
Releases/year
47.8
• 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
69
Monthly downloads
4,833
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
10.0
per 1k stars
Discussions
13.7
per 1k stars
Fork Ratio
25.5%
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

Python Versions

3.11
50.0% 2
3.13
50.0% 2

Top Countries

1. DE DE
30
2. US US
16
3. CA CA
3
4. DK DK
2
5. JP JP
2
6. NO NO
2

Dependencies

4

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
August 2, 2024
Last Release
6 days ago
Last Commit
2 days ago
Latest Version
2.8.0
Total Releases
84
Contributors
69
Open PRs
23
Archived
No
Author
Snowflake Inc.
Python Versions
3 3.9 3.10 3.11 3.12
Wheels
py3
Topics
machine-learning neural-networks explainable-ml llmops ai-monitoring ai-observability evals llm-evaluation llms ai-agents llm-eval agentops agent-evaluation
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links