ERPBench (Market Ecologies) - Arena: leaderboard
Metric: Mean terminal company valuation (M; sixth-round valuation over 100 ERP problems, six evaluated agents competing in a shared market). Source: arxiv.org. Saturation forecast: Around September 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 263.95 |
| 2 | DeepSeek V4 Flash | 234.71 |
| 3 | GPT-5.5 | 194.82 |
| 4 | Seed 2.0 Pro | 188.17 |
| 5 | Qwen 3.7 Max | 187.13 |
| 6 | Claude Opus 4.6 | 173.95 |
Interactive version: theaggregate.ai/benchmark?slug=erpbench-market-ecologies-arena · How It Works · Data refreshed daily, snapshot 2026-09-26.