Bigger rims and bigger tires means higher fuel consumption and harder suspension.
If grip is your only concern, get road gripping tires, there are different kinds of tires, get the ones with more grip, it too will increase fuel consumption but only slightly.
Alloys if original, are a good option, else no to chinese ones