Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 57 (C+) is a weighted average across 9 dimensions. Vendor Lock-in is your strongest area at 100 (A), while Security is pulling the score down at 43 (C-).
Improving Security from C- to a B would add ~9 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
2 active signals across 2 categories
3
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 observability or cost tracking tools detected
high7,407
Stars
849
Forks
308
Open issues
Languages
Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 57 (C+) is a weighted average across 9 dimensions. Vendor Lock-in is your strongest area at 100 (A), while Security is pulling the score down at 43 (C-).
Improving Security from C- to a B would add ~9 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
2 active signals across 2 categories
3
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 observability or cost tracking tools detected
high7,407
Stars
849
Forks
308
Open issues
Languages
