Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 44 (C-) is a weighted average across 18 dimensions. Migration is your strongest area at 100 (A), while AI Testing is pulling the score down at 0 (F).
Improving AI Testing from F to a B would add ~2 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
2 active signals across 2 categories
4
High Impact
0
Medium Impact
0
Low Impact
Top Priorities
No semantic caching detected — repeated queries hit the API every time
highNo rate limiting library detected on API calls
highNo retry/backoff library detected — failed requests waste tokens
high22,215
Stars
2,845
Forks
23
Open issues
2
Contributors
Languages
35
AI signals in issues
18.1/mo
Fork growth
Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 44 (C-) is a weighted average across 18 dimensions. Migration is your strongest area at 100 (A), while AI Testing is pulling the score down at 0 (F).
Improving AI Testing from F to a B would add ~2 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
2 active signals across 2 categories
4
High Impact
0
Medium Impact
0
Low Impact
Top Priorities
No semantic caching detected — repeated queries hit the API every time
highNo rate limiting library detected on API calls
highNo retry/backoff library detected — failed requests waste tokens
high22,215
Stars
2,845
Forks
23
Open issues
2
Contributors
Languages
35
AI signals in issues
18.1/mo
Fork growth
