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Powered by Payloop — LLM Cost Intelligence
B-

Overall LLM Stack Grade

Your LLM infrastructure is good

How we scored this

Your overall score of 68 (B-) is a weighted average across 6 dimensions. Migration is your strongest area at 85 (A-), while Security is pulling the score down at 58 (C+).

Improving Security from C+ to a B would add ~6 points to your overall score.

2,914
523
MITagentic-aiai-agentslangchainlanggraphlangsmith

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

moderate

2 active signals across 2 categories

Repository Health

2,914

Stars

523

Forks

3

Open issues

Jupyter Notebook

Languages

Created 9/24/2025Updated 3/16/2026
B-

Overall LLM Stack Grade

Your LLM infrastructure is good

How we scored this

Your overall score of 68 (B-) is a weighted average across 6 dimensions. Migration is your strongest area at 85 (A-), while Security is pulling the score down at 58 (C+).

Improving Security from C+ to a B would add ~6 points to your overall score.

2,914
523
MITagentic-aiai-agentslangchainlanggraphlangsmith

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

moderate

2 active signals across 2 categories

Repository Health

2,914

Stars

523

Forks

3

Open issues

Jupyter Notebook

Languages

Created 9/24/2025Updated 3/16/2026