Vending-Bench: Results as Published

Vending-Bench puts a model in charge of a simulated vending-machine business and scores the money left in the bank. On the version 2 page, the model starts with $500, has one simulated year, and is stopped early if it cannot pay the $2 daily machine fee for more than 10 days in a row. It finds suppliers on the web, orders by email, moves stock between storage and the machine, and sets prices, while sales depend on the day, season, weather, and price. Version 2 also lets suppliers act adversarially, delay deliveries, or disappear, and lets customers demand refunds.

Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.