Games like Sonic Riders

If you finished Sonic Riders, the closest matches are Untitled Criterion Racing Game, Virtua Hamster, Titan A.E., Lunar Rover Patrol and Nelson Piquet's Grand Prix Evolution. All 8 share its racing genre and are ranked by how closely their themes and modes overlap.