Not always, no. Even though they aren't made for it, some popular phones are strong enough to handle tough mobile games. Plus, these phones are often better in other ways than phones made just for gaming (like camera quality and design).
Still, if you like to play games on your phone and want something made for that, a gaming phone might be the best choice.