Leaderboard

Want to add a model or license data? Contact us →

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) Reliability (issues / MLOC) Maintainability (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).

Reliability 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).

Maintainability 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).