Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
86
Adoption
78
Community
80
How the maintenance status was determined
Last commit
8 days ago
Monthly downloads
715,983
•
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
715,983
Stars
10,099
Stars per 1k downloads
14.11
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
24,693
Month daily avg
23,866
Momentum
+3.5%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
Apache Software 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
10 days ago
Total releases
257
Releases/year
39.7
•
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
932
Monthly downloads
715,983
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
67
Issue Burden
28.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
73.0%
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
14.0K
macOS
557
Windows
9
Python Versions
3.10
66.9%
9.6K
3.11
15.2%
2.2K
3.12
9.2%
1.3K
3.9
7.7%
1.1K
3.14
0.9%
127
Top Countries
1.
US
13.3K
US
2.
DE
628
DE
3.
SG
549
SG
4.
AU
324
AU
5.
BE
93
BE
6.
IE
62
IE
7.
FR
57
FR
8.
GB
27
GB
9.
CH
24
CH
10.
NL
24
NL
Dependencies
2
10 optional dependencies
- kubernetes[dev]
- localbatch[dev]
- metaflow-stubs[stubs]
- omegaconf[dev]
- pytest[dev]
- pytest-cov[dev]
- pytest-mock[dev]
- pytest-rerunfailures[dev]
- pytest-timeout[dev]
- pytest-xdist[dev]
Used By
32
- metaflow-stubs
- metaflow-netflixext
- reaction-utils
- metaflow-functions
- metaflow-mcp-server
- retrain-pipelines
- sap-ai-core-metaflow
- metaflow-temporal
- metaflow-prefect
- metaflow-flyte
- metaflow-dagster
- metaflow-kestra
- metaflow-coordinator
- chowda
- metaflow-diff
- metaflow-orchestrator-kit
- metaflow-optuna
- metaflow-windmill
- metaflow-mage
- metaflow-local-service
- metaflow-sandbox
- metaflow-fastdata
- metaflow-observability
- metaflow-traincard
- metaflow-notifications
- metaflow-contracts
- metaflow-card-scatter3d
- metaflow-logs
- metaflow-profiler
- metaflow-gha
- metaflow-slack-notifier
- gradient-cache
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
Apache Software License
First Release
December 3, 2019
Last Release
1 week ago
Last Commit
1 week ago
Latest Version
2.19.29
Total Releases
257
Contributors
932
Open PRs
175
Archived
No
Author
Metaflow Developers
Python Versions
3
3.6
3.7
3.8
3.9
3.10
3.11
3.12
3.13
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh