FirmCORe - Role Direction: leaderboard

Metric: Macro-F1 (%). Source: arxiv.org. 17 models tracked.

Top models

#ModelScore
1Kimi K2.767.71
2Qwen 3.7 Plus67.04
3Gemma 4 26B66.52
4GLM-5.163.72
5Qwen 3.6 35B A3B63.38
6Gemma 3 12B61.02
7GLM-5.259.87
8Qwen3 Coder59.54
9Qwen 3.6 Max58.61
10Qwen 3.6 27B56.11
11Qwen 3 4B54.89
12Llama 3.1 8B52.25
13Qwen 3 8B52.1
14Llama 3.2 3B22.25

Interactive version: theaggregate.ai/benchmark?slug=firmcore-role-direction · How It Works · Data refreshed daily, snapshot 2026-09-20.