E-Commerce Bench
### TL;DR
E-Commerce Bench is a comprehensive, open-source benchmark designed to evaluate LLM agents in a simulated 365-day autonomous business environment. Agents act as store owners, managing tasks such as supplier negotiation, inventory procurement, pricing, and cash-flow management to maximize year-end total assets.
Key Insights & Metrics
Key Features
- 365-day long-horizon simulation of autonomous business operations
- Deterministic environment ensuring reproducibility for fair model comparison
- Multi-dimensional evaluation across seven metrics including negotiation, fraud detection, and financial discipline
- Real-world data integration featuring 6,886 products and 576 suppliers
- Comprehensive toolset for managing inventory, pricing, and escrow-based cash flow
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