Eight AI agents, one media-buying benchmark: two ace 12/12, two fail 0/12

ML_Felix · reddit · 2026-10-12

Concourse Bench v1, a public benchmark, had 8 AI agents each run 12 simulated media buys — negotiating with three rule-driven sellers and committing a portfolio per a brief, all validated by a buyer harness. Results: two models finished 12/12, one went 10/12, two hit 9/12, one managed 3/12, and two scored 0/12 — 55 of 96 total attempts completed (5 not assessable). No human baseline yet. The author, who works at the publishing company, asks what actually drives the gap: instruction following, tool-call reliability, or long-horizon planning.

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