Ghaziabad upgrade: Is the villa premium worth it?

Ghaziabad — been looking at options for an upgrade from my 2BHK. Currently in a 2BHK, thinking of moving to a 3BHK or maybe even a villa. Luxe Luxury Villas and Land Craft River Heights Tower 18 keep coming up. Both are completed, which is good. I'm already in a home loan, so the price jump needs to make sense. For Luxe Luxury Villas, it's a big jump to 2.58 Cr. Land Craft River Heights seems more like an apartment option. Is the investment potential for villas really that much better over, say, 5 years? Also, for daily living, how do the floor plans compare for actual usable space? And are the amenities in these villa projects usually more practical than just fancy stuff in apartment towers? Just trying to figure out if the premium is justified.