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Models ranked by pass rate. Additional metrics: issue density, cognitive complexity, and static analysis findings from SonarQube Cloud.

Model Lang Released ⇅ Pass % ▼ Issues Density
/ KLOC ⇅
Lines of Code
KLOC ⇅
Cog. Complexity
/ KLOC ⇅
Vulnerability (issues / MLOC) Bugs (issues / MLOC) Code Smells (issues / MLOC)
Blocker ⇅ Critical ⇅ Blocker ⇅ Critical ⇅ Blocker ⇅ Critical ⇅

Vulnerability Distribution

Vulnerability issues per MLOC broken down by severity — lower is better. Showing up to 25 best-ranked models matching your filters (lowest total vulnerability density).

Bugs Distribution

Bug issues per MLOC broken down by severity — lower is better. Showing up to 25 best-ranked models matching your filters (lowest total bug density).

Code Smells Distribution

Code smell issues per MLOC broken down by severity — lower is better. Showing up to 25 best-ranked models matching your filters (lowest total code smell density).