URSA - Drugs and Clinicals Solv-2: leaderboard

Metric: Solv-2 solved targets (%; share of the 100 URSA-drugs&clinicals-2026 approved drugs and clinical candidates with stock-terminated routes proposed for those targets whose every reaction also passes the ChemCensor precedent-based plausibility check (Solv-2), best of up to 10 routes per target, URSA-minor-1.1.0-U2 configuration with ChemCensor v1.2.0 and the U2 USPTO precedent database, shared stock of 255,365 building blocks; default reasoning effort; higher is better). Source: arxiv.org. Saturation forecast: Around March 2027. 17 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)38
2GPT-5.535
3Claude Opus 4.827
4Grok 4.124
5Claude Opus 4.722
6Claude Opus 4.519
7Qwen 3.5 397B A17B15
8Claude Opus 4.614
9Kimi K2.510
10GLM-510
11Claude Sonnet 4.68
12Claude Sonnet 4.57
13GPT-5.27
14GPT-5.46
15DeepSeek V3.21

Interactive version: theaggregate.ai/benchmark?slug=ursa-drugs-and-clinicals-solv-2 · How It Works · Data refreshed daily, snapshot 2026-09-29.