Same inventor indeed. However the games were mostly just one per device, and basically all used simple "sprites" that toggled on/off.
I think the Game & Watch gameplay feels a lot closer to an electronic toy from the early 80s than what people would consider console gaming.
Not to detract from its merit. It's just that the Game Boy wasich closer to a NES-like experience.