Updated
Which AI model writes the most config and dependency issues?
As of Nov 14, 2026, Claude Sonnet 5.5 had the highest rate of config and dependency issues (1.49, 49% above the all-model rate), statistically tied with Claude Opus 5.5. Claude Fable 5.1 had the lowest (0.74, 26% below average), statistically tied with GPT-6 Astra and GPT-6.1 Sol.
| Rank | Model | Rate |
|---|---|---|
| 1= (statistically tied) | Claude Fable 5.1 | 0.74 |
| 2= (statistically tied) | GPT-6 Astra | 0.76 |
| 3= (statistically tied) | GPT-6.1 Sol | 0.88 |
| 4= (statistically tied) | Claude Opus 5.5 | 1.14 |
| 5= (statistically tied) | Claude Sonnet 5.5 | 1.49 |
1.00 = all-model rate · lower is better · = statistically tied