Overall LLM Stack Grade
Your LLM infrastructure is good
How we scored this
Your overall score of 74 (B) is a weighted average across 10 dimensions. Vendor Lock-in is your strongest area at 100 (A), while Migration is pulling the score down at 40 (C-).
Improving Migration from C- to a B would add ~1 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
5 active signals across 5 categories
1
High Impact
2
Medium Impact
0
Low Impact
Top Priorities
Agent framework detected without guardrails — unbounded token burn risk
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
5
Forks
Languages
Overall LLM Stack Grade
Your LLM infrastructure is good
How we scored this
Your overall score of 74 (B) is a weighted average across 10 dimensions. Vendor Lock-in is your strongest area at 100 (A), while Migration is pulling the score down at 40 (C-).
Improving Migration from C- to a B would add ~1 points to your overall score.
LLM Providers
LLM Call Locations
Models Detected
Files Analyzed
Complexity
5 active signals across 5 categories
1
High Impact
2
Medium Impact
0
Low Impact
Top Priorities
Agent framework detected without guardrails — unbounded token burn risk
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
5
Forks
Languages
