Bazaar: Faced with Adaptable Competitors, the Best LLM Agent Captures Less Than a Third of the Optimal Profit
A multi-attribute, moving-demand, sealed envelope auction benchmark puts eleven cutting-edge models in a position to set prices against rivals who react in real time.