Cangjie-bench - Program Repair (Zero-Shot): leaderboard

Metric: Accuracy (%; share of solutions passing all private unit tests; 32 QuixBugs programs ported to Cangjie, each with one bug to fix; zero-shot, code written from the task alone). Source: arxiv.org. Saturation forecast: Around December 2026. 3 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.565.63
2Qwen 3 Max62.5
3DeepSeek V3.256.25

Interactive version: theaggregate.ai/benchmark?slug=cangjie-bench-program-repair-zero-shot · How It Works · Data refreshed daily, snapshot 2026-09-26.