FIRE (Finance, Qualification Exams) - Management Accountant (CMA): leaderboard
Metric: Accuracy (%) on the Management Accountant (CMA) 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 | 96.76 | #77 |
| 2 | Qwen 3 235B A22B 2507 (Thinking) | 92.57 | #253 (Qwen 3 235B A22B 2507) |
| 3 | Seed-1.6 | 92 | #257 |
| 4 | Kimi K2 (Thinking) | 91.62 | #236 (Kimi K2) |
| 5 | Seed-OSS-36B-Instruct | 90.47 | #348 |
| 6 | DeepSeek V3.2 | 90.1 | #198 |
| 7 | GPT-5.2 | 89.9 | #105 |
| 8 | GLM-4.6 | 89.33 | #246 |
| 9 | GPT-OSS-120B | 84.19 | #330 |
| 10 | Qwen 3 Max | 83.43 | #201 |
| 11 | Claude Sonnet 4.5 | 83.05 | #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-management-accountant-cma · How It Works · Data refreshed daily, snapshot 2026-10-11.