Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 60 (C+) is a weighted average across 18 dimensions. Vendor Lock-in is your strongest area at 100 (A), while AI Testing is pulling the score down at 10 (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
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
high10,744
Stars
1,400
Forks
116
Open issues
100
Contributors
25
Commits / 30d
Languages
47
AI signals in issues
126.1/mo
Fork growth
Overall LLM Stack Grade
Your LLM infrastructure is needs improvement
How we scored this
Your overall score of 60 (C+) is a weighted average across 18 dimensions. Vendor Lock-in is your strongest area at 100 (A), while AI Testing is pulling the score down at 10 (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
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
high10,744
Stars
1,400
Forks
116
Open issues
100
Contributors
25
Commits / 30d
Languages
47
AI signals in issues
126.1/mo
Fork growth
