Flame Corporate Finance - Analyze: leaderboard
Metric: Accuracy (%; the paper's Bloom-level weighted accuracy on the Analyze problems of the 685-problem textbook-grounded Corporate Finance multiple-choice set, zero-shot, temperature 0). Source: arxiv.org. Saturation forecast: Estimated already saturated. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 99 |
| 2 | Claude Opus 4.6 | 89 |
| 3 | GPT-5.4 | 78 |
| 4 | GPT-4.1 Mini | 68 |
| 5 | Qwen 3 32B | 68 |
| 6 | Gemini 2.5 Flash Lite | 63 |
| 7 | Claude Haiku 4.5 | 57 |
| 8 | DeepSeek R1 Distill Qwen 32B | 47 |
| 9 | Gemma 3 27B (IT) | 41 |
| 10 | Qwen 3 8B | 39 |
| 11 | Gemma 3 12B (IT) | 32 |
| 12 | DeepSeek R1 Distill Qwen 14B | 30 |
Interactive version: theaggregate.ai/benchmark?slug=flame-corporate-finance-analyze · How It Works · Data refreshed daily, snapshot 2026-09-26.