EnterpriseArena: leaderboard
EnterpriseArena evaluates LLM agents as CFO-style decision makers in a 132-month FinTech lending simulator. Agents manage liquidity, close books, buy costly signals, and choose equity or debt financing under partial observability, hard resource budgets, delayed consequences, and changing macroeconomic regimes. (Source: benchmarklist.com, self-reported.)
Metric: Full Survival % (self-reported). Source: benchmarklist.com. Saturation forecast: Not forecast. 27 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Llama 3.1 8B Instruct | 40 | #1035 |
| 2 | Grok 4.3 | 40 | #188 |
| 3 | Gemini 3.1 Pro (Preview) | 20 | #58 |
| 4 | Qwen 3.5 9B | 20 | #379 |
| 5 | Claude Opus 4.7 | 20 | #49 |
| 6 | Qwen 3.5 397B A17B | 20 | #146 |
| 7 | Llama 3 8B Instruct | 20 | #1129 |
| 8 | GLM-5 | 20 | #141 |
| 9 | MiniMax-M2.7 | 20 | #258 |
| 10 | Llama 3.3 70B Instruct | 0 | #534 |
| 11 | GPT-5.4 | 0 | #79 |
| 12 | GPT-5.5 | 0 | #31 |
| 13 | Qwen 3.5 35B A3B | 0 | #256 |
| 14 | GLM-5.1 | 0 | #97 |
| 15 | DeepSeek V3.1 | 0 | #264 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=enterprisearena · How It Works · Data refreshed daily, snapshot 2026-10-20.