Games like Animal Race Party
Games like Animal Race Party include Party Animals, Garfield Kart - Furious Racing, Circuit Superstars, SpeedRunners, and Brawlhalla. We matched them by the tags players give Animal Race Party on Steam (Casual, Racing, Cute, Split Screen, and 4 Player Local): closest matches first, and among equally close ones the better-known games.

Party Animals
Shared: Casual · Cute · Party Game

Garfield Kart - Furious Racing
Shared: Racing · PvP · Cute

Circuit Superstars
Shared: Racing · Controller · Cute

SpeedRunners
Shared: Racing · Local Multiplayer · Casual

Brawlhalla
Shared: Casual · Controller · Local Multiplayer

Overcooked! 2
Shared: Casual · 4 Player Local · Local Multiplayer

Sonic & All-Stars Racing Transformed Collection
Shared: Racing · Local Multiplayer · Split Screen

Sonic & SEGA All-Stars Racing
Shared: Racing · Split Screen · Local Multiplayer

Party Panic
Shared: Casual · 4 Player Local · Local Multiplayer

Pummel Party
Shared: 4 Player Local · Casual · Party Game

Stick Fight: The Game
Shared: Local Multiplayer · Casual · 4 Player Local

MECCHA CHAMELEON
Shared: Casual · Party Game · Cute

Gang Beasts
Shared: Casual · Local Multiplayer · Party Game

Need for Speed™ Unbound
Shared: Racing · Controller · Casual

HOT WHEELS UNLEASHED™
Shared: Racing · Split Screen · Local Multiplayer

Beach Buggy Racing 2: Island Adventure
Shared: Racing · Split Screen · Controller

Rubber Bandits
Shared: Cute · Casual · Party Game

Ultimate Chicken Horse
Shared: PvP · Party Game · Local Multiplayer

New Star™ GP
Shared: Racing · Split Screen · Local Multiplayer

Sonic Racing: CrossWorlds
Shared: Racing · Local Multiplayer · PvP

Make Way
Shared: Casual · Local Multiplayer · Controller

Richman10
Shared: Casual · Cute · Local Multiplayer

No Time to Relax
Shared: Casual · 4 Player Local · Local Multiplayer

Rocket League®
Shared: Racing · PvP · Split Screen