FIRE (Finance, Qualification Exams) - Risk Manager (FRM): leaderboard
Metric: Accuracy (%) on the Risk Manager (FRM) questions of FIRE's financial-qualification set (about 14,000 multiple-choice questions from 14 professional certification exams); exact option match; each model with its recommended inference settings, else temperature 0.6 and top-p 0.8; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 14 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3 Pro | 92.29 | #77 |
| 2 | GPT-5.2 | 91.65 | #105 |
| 3 | Kimi K2 (Thinking) | 91.43 | #236 (Kimi K2) |
| 4 | Qwen 3 235B A22B 2507 (Thinking) | 90.79 | #253 (Qwen 3 235B A22B 2507) |
| 5 | Seed-1.6 | 90.57 | #257 |
| 6 | GLM-4.6 | 88.87 | #246 |
| 7 | DeepSeek V3.2 | 88.22 | #198 |
| 8 | GPT-OSS-120B | 85.86 | #330 |
| 9 | Seed-OSS-36B-Instruct | 83.51 | #348 |
| 10 | Qwen 3 Max | 82.8 | #201 |
| 11 | Claude Sonnet 4.5 | 82.01 | #138 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=fire-finance-qualification-exams-risk-manager-frm · How It Works · Data refreshed daily, snapshot 2026-10-11.