# SearchHorizonBench: A Benchmark for Search Value in AI Agents > Source: > Published: 2026-10-28 02:09:46+00:00 AI agents must decide when another search is worth its cost. Answer-success probabilities capture question difficulty, while this decision requires estimating the additional benefit of search. We introduce SearchHorizonBench, a benchmark for learning and evaluating search value from execution experi