The collection uses a custom, licensed emulator. It works okay . On period hardware (Windows XP, single-core CPU), it was playable. On modern PCs (Windows 10/11), you will encounter issues:
As of the last major updates, SNK (now owned by Arab developer Dimps and others) has been quiet about a native Metal Slug Anthology for Steam. However, there is a workaround: metal slug collection pc link