For libGDX alternatives, port a small scene with input, sprites, audio, assets, and one platform-specific feature. Measure frame time on the weakest target device and package builds for every required platform. Check Java/Kotlin code reuse, build tooling, controller support, and asset pipeline. A pretty editor demo does not reveal migration cost or runtime differences.