Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 43 (C-) is a weighted average across 9 dimensions. Deprecation Risk is your strongest area at 100 (A), while Optimization is pulling the score down at 12 (F).
Improving Optimization from F to a B would add ~17 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
1 active signals across 1 categories
4
High Impact
1
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
high12,193
Stars
837
Forks
86
Open issues
Languages
Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 43 (C-) is a weighted average across 9 dimensions. Deprecation Risk is your strongest area at 100 (A), while Optimization is pulling the score down at 12 (F).
Improving Optimization from F to a B would add ~17 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
1 active signals across 1 categories
4
High Impact
1
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
high12,193
Stars
837
Forks
86
Open issues
Languages
