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C+

Overall LLM Stack Grade

Your LLM infrastructure is needs improvement

How we scored this

Your overall score of 56 (C+) is a weighted average across 15 dimensions. Community is your strongest area at 80 (B+), while AI Testing is pulling the score down at 15 (F).

Improving AI Testing from F to a B would add ~2 points to your overall score.

15,509
1,290
Apache-2.0aidata-sciencedata-version-controldeveloper-toolsmachine-learning

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

basic

0 active signals across 0 categories

Repository Health

15,509

Stars

1,290

Forks

166

Open issues

100

Contributors

6

Commits / 30d

PythonShell

Languages

19

AI signals in issues

14.5/mo

Fork growth

Created 3/4/2017Updated 4/7/2026
C+

Overall LLM Stack Grade

Your LLM infrastructure is needs improvement

How we scored this

Your overall score of 56 (C+) is a weighted average across 15 dimensions. Community is your strongest area at 80 (B+), while AI Testing is pulling the score down at 15 (F).

Improving AI Testing from F to a B would add ~2 points to your overall score.

15,509
1,290
Apache-2.0aidata-sciencedata-version-controldeveloper-toolsmachine-learning

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

basic

0 active signals across 0 categories

Repository Health

15,509

Stars

1,290

Forks

166

Open issues

100

Contributors

6

Commits / 30d

PythonShell

Languages

19

AI signals in issues

14.5/mo

Fork growth

Created 3/4/2017Updated 4/7/2026