Overall LLM Stack Grade
Your LLM infrastructure is good
How we scored this
Your overall score of 66 (B-) is a weighted average across 10 dimensions. Deprecation Risk is your strongest area at 100 (A), while RAG Pipeline is pulling the score down at 17 (F).
Improving RAG Pipeline from F to a B would add ~5 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
3 active signals across 3 categories
1
High Impact
2
Medium Impact
0
Low Impact
Top Priorities
No rate limiting library detected on API calls
highNo model routing detected — locked to a single model (40-65% savings potential with routing)
mediumVector store detected without embedding deduplication — may re-embed same content
medium13
Stars
Languages
Overall LLM Stack Grade
Your LLM infrastructure is good
How we scored this
Your overall score of 66 (B-) is a weighted average across 10 dimensions. Deprecation Risk is your strongest area at 100 (A), while RAG Pipeline is pulling the score down at 17 (F).
Improving RAG Pipeline from F to a B would add ~5 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
3 active signals across 3 categories
1
High Impact
2
Medium Impact
0
Low Impact
Top Priorities
No rate limiting library detected on API calls
highNo model routing detected — locked to a single model (40-65% savings potential with routing)
mediumVector store detected without embedding deduplication — may re-embed same content
medium13
Stars
Languages
