MolViBench: leaderboard
Molecular Vibe Coding, a paradigm where chemists interact with LLMs to generate executable programs for molecular tasks, has emerged as a flexible alternative to chemical agents with predefined tools, enabling chemists to express arbitrarily complex, customized workflows. Unlike general coding tasks, molecular coding imposes a distinctive challenge that LLMs should jointly equip programming, molec
Metric: Pass@1 rate (self-reported). Source: benchmarklist.com. Saturation forecast: Around June 2027. 15 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.2 Codex | 33.2 | #95 |
| 2 | GPT-5.3 Codex | 32.7 | #69 |
| 3 | MiniMax-M2.5 | 30.4 | #303 |
| 4 | Kimi K2.5 | 27.9 | #144 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=molvibench · How It Works · Data refreshed daily, snapshot 2026-10-20.