Benchmark

Vending-Bench 2

Measures: An agent runs a simulated vending-machine business for one simulated year with tools, handling suppliers (some adversarial), inventory, pricing and disruptions over tens of millions of tokens; the score is the bank balance at year end, starting from $500 and averaged over about 5 runs.

Maintainer
Andon Labs
Introduced
2025
Status
Active
Saturation
Headroom
Typical provenance
Independent
In scoring set
No

Not scored: Open-ended dollar metric with no hard ceiling; Andon Labs' estimate that a good strategy earns about $63k could become the reference ceiling in a later method version.

PaperOfficial leaderboard

Every result we hold, whoever ran it. Only independent and third-party rows count towards a score.

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Vending-Bench 2: leaderboard and what it measures · supermarket.dev