# JockeyBench: Evaluating LLM Agents on Horse-Racing Decision-Making > Source: > Published: 2026-10-26 16:00:42+00:00 Repeated event forecasting requires extracting predictive signals from noisy evidence and evaluating their value across successive decisions. We introduce JockeyBench, a benchmark and evaluation protocol that studies this problem through historical Japanese horse racing. The protocol combines time-g