GameASG-Bench is a benchmark for evaluating the behavioral testability of autonomous software generation in game development. It introduces an evaluation interface specification and includes static and dynamic checks to assess compliance and performance. The benchmark is implemented as 47 browser-native game-generation tasks, and experiments demonstrate compliance gaps between average check pass rates and strict task success rates.