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: qwen.ai/blog?id=e-commerce-be…
• Paper: arxiv.org/abs/2608.30730
• Project: ecbench.github.io
• Code: github.com/QwenLM/E-CommerceB…