Cangjie-bench - Code Translation (Zero-Shot): leaderboard

Metric: Accuracy (%; share of solutions passing all private unit tests; 165 TransCoder Java programs to translate into Cangjie; zero-shot, code written from the task alone). Source: arxiv.org. Saturation forecast: Around December 2026. 3 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.533.94
2DeepSeek V3.20
3Qwen 3 Max0

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