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C+

Overall LLM Stack Grade

Your LLM infrastructure is needs improvement

How we scored this

Your overall score of 58 (C+) is a weighted average across 15 dimensions. Adoption is your strongest area at 73 (B), while Developer Velocity is pulling the score down at 0 (F).

Improving Developer Velocity from F to a B would add ~3 points to your overall score.

6,921
900
Apache-2.0artifical-intelligencedatasciencegenerative-aigood-first-issuegood-first-issues

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

basic

0 active signals across 0 categories

Repository Health

6,921

Stars

900

Forks

390

Open issues

100

Contributors

34

Commits / 30d

PythonShell

Languages

94

AI signals in issues

32.9/mo

Fork growth

Created 9/2/2023Updated 3/16/2026
C+

Overall LLM Stack Grade

Your LLM infrastructure is needs improvement

How we scored this

Your overall score of 58 (C+) is a weighted average across 15 dimensions. Adoption is your strongest area at 73 (B), while Developer Velocity is pulling the score down at 0 (F).

Improving Developer Velocity from F to a B would add ~3 points to your overall score.

6,921
900
Apache-2.0artifical-intelligencedatasciencegenerative-aigood-first-issuegood-first-issues

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

basic

0 active signals across 0 categories

Repository Health

6,921

Stars

900

Forks

390

Open issues

100

Contributors

34

Commits / 30d

PythonShell

Languages

94

AI signals in issues

32.9/mo

Fork growth

Created 9/2/2023Updated 3/16/2026