Hate to break it to you but your device's gpu(PowerVR GE8320) is rather weak, there is hardly anything Dev can do to fix it, well aside of cutting half of game mechanics.
So what's the preferred GPU?
Dunno, but as reference i can say that my tablet Huawei mediapad m5 lite 8, (with gpu boost on) can barely run game more or less smoothly.