Visa tested 22 models on 15 shopping tasks: ~43% failure, agents bought wrong items anyway

Thick_Mulberry_2235 · reddit · 2026-11-11

Visa ran 22 models through 15 shopping tasks last week with about 43% failure. More striking: in over half of the failed runs the agent bought something anyway — a person who can't find the right TV walks out, the agent picks a wrong one and pays. And that was only the choosing stage; checkout and payment haven't been tested yet. The poster highlights a neglected eval dimension: testing whether agents know when to stop, and asks how others are testing for it.

Related event: Visa's Agentic Commerce Benchmark Finds 43% Failure Rate Across 22 AI Models(2 posts)→

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