XRepoTest - Julia - Line Coverage: leaderboard

Metric: Focal line coverage (%; of all focal functions). Source: arxiv.org. 14 models tracked.

Top models

#ModelScore
1GPT-5.231.92
2Claude Sonnet 4.531.58
3DeepSeek V4 Pro26.83
4Llama 3.3 70B Instruct25.42
5GPT-OSS-120B24.27
6Claude Haiku 4.5 (20251001)23.96
7DeepSeek V3.221.94
8Codestral-22B-v0.121.17
9Yi-Coder-9B-Chat19.16
10MiniMax-M2.718.12
11Qwen3 Coder Next17.38
12GLM-513.54
13Kimi K2.58.7
14Qwen 3 8B0.97

Interactive version: theaggregate.ai/benchmark?slug=xrepotest-julia-line-coverage · How It Works · Data refreshed daily, snapshot 2026-09-19.