核心信息
E-Commerce Bench 是一个新的长周期自主经营基准：AI 智能体以 10 万元初始资金经营网店 365 天，在由真实电商数据驱动的市场中处理选品、议价、定价、促销、库存与现金流。
要点
- 基于真实经济规则：6,886 种商品、576 个供应商（含 152 个骗子）、600 分钟工作日、仓储费、退货与信誉机制。
- 考验长周期学习能力：几乎没有任何模型能在模拟一年中学到更便宜的采购策略或改进自身策略。
- 覆盖从供应商议价到现金流管理的多种经营任务，是智能体的高难度压力测试。
E-Commerce Bench：面向长周期自主经营的新基准
原始推文
Meet E-Commerce Bench, a new benchmark for long-horizon autonomous business operations. 🚀 Agents start with ¥100,000 to run online stores for 365 days, handling sourcing, negotiation, pricing, promotions, inventory and cash flow, in a market driven by real e-commerce data. What's inside: 👀 - Real economics: 6886 products, 576 suppliers (152 fraudsters), 600-minute workdays, storage fees, returns and reputation. - Long-horizon learning: almost no model learns to buy cheaper or improve its strategies over a full year of operation. - Seven-axis evaluation: beyond year-end assets, we score six more dimensions, revealing that no single model dominates across the board. Learn more about E-Commerce Bench: 👇 - Blog: https://t.co/fpdO9jwwiV - Paper: https://t.co/EYIGlMPFUn - Project: https://t.co/ss2kuThRin - Code: https://t.co/xZOURdp7zE