MolecularIQ - Counting: leaderboard

Metric: Mean Accuracy (%). Source: arxiv.org. 38 models tracked.

Top models

#ModelScore
1GPT-OSS-120B (High)46.8
2GPT-OSS-20B (High)39.1
3Qwen 3 Next 80B A3B (Thinking)30.7
4GPT-OSS-120B (Medium)29.1
5GPT-OSS-20B (Medium)27.9
6Seed-OSS-36B-Instruct26.8
7Qwen 3 30B A3B 2507 (Thinking)23
8GPT-OSS-120B (Low)17.1
9Qwen 3 32B17
10GLM-4.6 FP815.9
11Qwen 3 14B14.4
12GPT-OSS-20B (Low)13
13Qwen 3 8B12.5
14NVIDIA Nemotron Nano 9B V212.2
15Gemma 3 27B (IT)9.9

Interactive version: theaggregate.ai/benchmark?slug=moleculariq-counting · How It Works · Data refreshed daily, snapshot 2026-09-19.