Multi-LCB - Pass@5 T0.6 - Ruby: leaderboard

Metric: Pass@5 (%). Source: arxiv.org. 25 models tracked.

Top models

#ModelScore
1GPT-OSS-120B (Medium)83.3
2GPT-OSS-20B (Medium)79.1
3GPT-OSS-120B (Low)69.6
4Qwen 3 32B (Thinking)65.8
5Qwen 3 235B A22B (Thinking)60.6
6Qwen 3 14B (Reasoning)60.4
7Qwen 3 30B A3B (Thinking)59.9
8GPT-OSS-20B (Low)58.4
9Qwen 3 8B (Thinking)55.4

Interactive version: theaggregate.ai/benchmark?slug=multi-lcb-pass-5-t0-6-ruby · How It Works · Data refreshed daily, snapshot 2026-09-19.