Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 45 (C) is a weighted average across 18 dimensions. Migration is your strongest area at 100 (A), while Optimization is pulling the score down at 4 (F).
Improving Optimization from F to a B would add ~13 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
1 active signals across 1 categories
4
High Impact
2
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
high157,932
Stars
32,501
Forks
2,331
Open issues
100
Contributors
100
Commits / 30d
Languages
37
AI signals in issues
572.7/mo
Fork growth
Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 45 (C) is a weighted average across 18 dimensions. Migration is your strongest area at 100 (A), while Optimization is pulling the score down at 4 (F).
Improving Optimization from F to a B would add ~13 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
1 active signals across 1 categories
4
High Impact
2
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
high157,932
Stars
32,501
Forks
2,331
Open issues
100
Contributors
100
Commits / 30d
Languages
37
AI signals in issues
572.7/mo
Fork growth
