Qwen 发布 E-Commerce Bench 长周期商业运营基准
Meet E-Commerce Bench, a new benchmark for long-horizon autonomous business operations. 🚀
Qwen 发布 E-Commerce Bench，用于评测长周期自主商业运营：智能体以 ¥100,000 起始资金经营网店 365 天，处理采购、谈判、定价、促销、库存与现金流。基准包含 6886 个商品、576 家供应商（其中 152 家为欺诈者）、600 分钟工作日、仓储费、退货与信誉机制。评测显示几乎没有模型能在全年运营中学会更低价采购或改进策略，且七轴评估下没有单一模型全面领先。
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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.