FirmCORe - Role Direction: leaderboard
Predict which firm plays which role in a detected FirmCORe collaboration opportunity. Macro-F1, higher is better. Source: arxiv.org/abs/2609.17128.
Metric: Macro-F1 (%). Source: arxiv.org. Saturation forecast: Around October 2027. 17 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen 3.7 Plus | 67.04 | #98 |
| 2 | Gemma 4 26B | 66.52 | #322 |
| 3 | GLM-5.1 | 63.72 | #109 |
| 4 | Qwen 3.6 35B A3B | 63.38 | #238 |
| 5 | Gemma 3 12B | 61.02 | #674 |
| 6 | GLM-5.2 | 59.87 | #80 |
| 7 | Qwen3 Coder | 59.54 | #304 |
| 8 | Qwen 3.6 Max | 58.61 | #97 |
| 9 | Qwen 3.6 27B | 56.11 | #182 |
| 10 | Qwen 3 4B | 54.89 | #834 |
| 11 | Llama 3.1 8B | 52.25 | #1130 |
| 12 | Qwen 3 8B | 52.1 | #678 |
| 13 | Llama 3.2 3B | 22.25 | #1376 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=firmcore-role-direction · How It Works · Data refreshed daily, snapshot 2026-11-05.