PayloopPayloop
CommunityVoicesToolsDiscoverLeaderboardReportsBlog
Save Up to 65% on AI
Powered by Payloop — LLM Cost Intelligence
C+

Overall LLM Stack Grade

Your LLM infrastructure is needs improvement

How we scored this

Your overall score of 59 (C+) is a weighted average across 6 dimensions. Optimization is your strongest area at 65 (B-), while Migration is pulling the score down at 50 (C).

Improving Migration from C to a B would add ~1 points to your overall score.

1,288
154
AGPL-3.0awsazuredata-sciencefeature-engineeringfeature-management

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

basic

0 active signals across 0 categories

Repository Health

1,288

Stars

154

Forks

16

Open issues

JavaRubyJupyter NotebookPython

Languages

Created 7/26/2018Updated 3/15/2026
C+

Overall LLM Stack Grade

Your LLM infrastructure is needs improvement

How we scored this

Your overall score of 59 (C+) is a weighted average across 6 dimensions. Optimization is your strongest area at 65 (B-), while Migration is pulling the score down at 50 (C).

Improving Migration from C to a B would add ~1 points to your overall score.

1,288
154
AGPL-3.0awsazuredata-sciencefeature-engineeringfeature-management

LLM Providers

0

LLM Call Locations

0

Models Detected

0

Files Analyzed

0
0

Complexity

basic

0 active signals across 0 categories

Repository Health

1,288

Stars

154

Forks

16

Open issues

JavaRubyJupyter NotebookPython

Languages

Created 7/26/2018Updated 3/15/2026