Benchmarks.bio - SpatialBench-Long: leaderboard

Long-form Benchmarks.bio spatial transcriptomics tasks that require multi-step biological data analysis, tool use, and synthesis over larger assay contexts.

Metric: Pass Rate (%). Source: benchmarks.bio. Saturation forecast: Around 2029. 12 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.511.11#31
2Claude Opus 4.811.11#37
3Gemini 3.5 Flash11.11#60
4Claude Opus 4.69.72#63
5Claude Opus 4.78.33#49
6Grok 4.20 Beta (0309) (Reasoning)6.94#204 (Grok 4.20 Beta (0309))
7GPT-5.45.56#79
8Kimi K2.65.56#104
9Gemini 3.1 Pro (Preview)4.17#58
10Claude Sonnet 4.64.17#90
11Grok 4.34.17#188
12Gemini 2.5 Pro1.39#152

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=benchmarks-bio-spatialbench-long · How It Works · Data refreshed daily, snapshot 2026-10-20.