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Evaluation sources

Vending-Bench 2

Andon Labs / Professional work · Runs a simulated shop for a year, managing purchasing, negotiation, inventory, and pricing.

Official evaluation
Across NexGateHub AI News Observing
Evidence budgetNot scored
Upstream data timeUnverified
Last successful syncCollection has not started

What it measures and how

Compares final balances on the same V2 single-agent task, retaining repeated-run variance. Competitive Arena, tools, and tiers remain separate. Business outcomes are task scores; API prices do not affect ability.

How this evidence is used

Under review: long-term business and ecommerce evidence could be valuable. Stable results, configurations, and redisplay permission are needed. Profits may exploit the simulator and do not establish trustworthy business conduct.

Evaluation limits & attribution

Under review: long-term business and ecommerce evidence could be valuable. Stable results, configurations, and redisplay permission are needed. Profits may exploit the simulator and do not establish trustworthy business conduct.

Data license: Leaderboard-data usage terms need confirmation.

Results are published by Andon Labs. Original scores and the NexGateHub consensus index use different scales and cannot be added directly.