IndustryBench - Russian: leaderboard

Metric: Final (SV) score (out of 3): mean 0-3 rubric score from a Qwen3-Max judge against the reference answer, set to 0 for any answer with a safety violation against the source standard; closed-book, zero-shot, provider-default decoding, over the Russian rendering of the 2,049 Chinese industrial procurement QA items of IndustryBench grounded in Chinese national standards (GB/T) (default non-reasoning runs); higher is better. Source: arxiv.org. Saturation forecast: Around June 2027. 8 models tracked.

Top models

#ModelScore
1Qwen 3.5 397B A17B (Non-reasoning)2.19
2Qwen 3.5 Plus (Non-reasoning)2.17
3Qwen 3.6 Plus (Non-reasoning)2.17
4Gemini 3.1 Pro (Preview)2.16
5Claude Opus 4.62.13
6GPT-5.4 (Non-reasoning)2.09
7Qwen 3.5 27B (Non-reasoning)2.09
8Qwen 3.5 35B A3B (Non-reasoning)1.93

Interactive version: theaggregate.ai/benchmark?slug=industrybench-russian · How It Works · Data refreshed daily, snapshot 2026-10-07.