Phht, you damned kids and your Need for Speeds and your Gran Turismos!.. but in all seriousness, the lack of titles actually stemming from arcades is kind of sad.

I am stupidly fond of Virtua Racing, favoring the 32x version most of all. Technically the Saturn version has more stuff but the menus are awful and the added tracks have some bizarre collision problems. Crash on the left side of a divided tunnel and it'll drag you through the wall and reset you onto the right-hand lane. Also, blue mystery cubes. Do not reason why they are there.

Also, I like Hard Drivin'. The full cabinets were awesome. Sure, the controls bit any misstep resulted in the car bursting into flames, but it had three-dee cows and the stunt-track loop. Usually the car'd drop off the apex and explode but that's realism for you.