ResearchClawBench

An end-to-end autonomous scientific research benchmark with 40 tasks across 10 scientific domains, where agents receive related literature and raw data, then attempt to rediscover the hidden target paper.

ModelsModels with a result.19
Top resultBest result on this benchmark.—
Top-3 spreadPoints from first to third.—
YearYear of release.—

Result and price

17 of 19 results

Results

19 results
#ModelResultThe score from the source.
—GLM-5.220.7%
—MiniMax M319.8%
—Qwen3.7 Max18.7%
—GLM-5.118.2%
—Kimi K2.618.0%
—Qwen3.6 Plus18.0%
—GPT-5.517.0%
—MiMo-V2.516.9%
—GPT-5.415.3%
—MiMo-V2-Pro15.3%
—Qwen3.5 397B14.2%
—Kimi K2.514.0%
—Grok 4.113.5%
—Grok 4.312.4%