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 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
1 active signals across 1 categories
1
High Impact
2
Medium Impact
0
Low Impact
Top Priorities
No observability or cost tracking tools detected
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
medium7,694
Stars
453
Forks
749
Open issues
Languages
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 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
1 active signals across 1 categories
1
High Impact
2
Medium Impact
0
Low Impact
Top Priorities
No observability or cost tracking tools detected
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
medium7,694
Stars
453
Forks
749
Open issues
Languages
