ERPBench (Market Ecologies) - Solo: leaderboard
Metric: Mean terminal company valuation (M; sixth-round valuation over 100 ERP problems, each agent against fixed rule-based opponents). Source: arxiv.org. Saturation forecast: Around September 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek V4 Flash | 252.29 |
| 2 | Qwen 3.7 Max | 205.87 |
| 3 | GPT-5.5 | 186.43 |
| 4 | Seed 2.0 Pro | 181.27 |
| 5 | Claude Opus 4.6 | 176.78 |
| 6 | Gemini 3.1 Pro (Preview) | 169.41 |
Interactive version: theaggregate.ai/benchmark?slug=erpbench-market-ecologies-solo · How It Works · Data refreshed daily, snapshot 2026-09-26.