Can GLM-5 Survive 30 Days on FoodTruck Bench? [Full Review]
The model survived 28 days, earned more revenue than Claude Sonnet 4.5, but still went bankrupt.
Deep Dive
Zhipu AI's GLM-5 was tested on the FoodTruckBench, a simulation where an AI agent must run a virtual food truck for 30 days. The model placed #5, earning $11,965 and using 82% of available tools. It correctly diagnosed all problems and stored 123 memory entries but ultimately failed by ignoring its own analysis, with staff costs consuming 67% of revenue, leading to bankruptcy on day 28.
Why It Matters
Highlights a critical gap in AI agents: advanced reasoning doesn't guarantee effective execution, which is vital for real-world business automation.