WorldRoamBench is a new open-world benchmark for evaluating the long-horizon stability of interactive world models, addressing limitations in existing benchmarks. It assesses models across four dimensions: action, vision, physics, and memory, and reveals that none of the tested models reliably satisfy all dimensions.