Games like Rival Fury
Games like Rival Fury include MARVEL Tōkon: Fighting Souls, DNF Duel, Your Only Move Is HUSTLE, THE KING OF FIGHTERS XIV STEAM EDITION, and Demon Slayer -Kimetsu no Yaiba- The Hinokami Chronicles. We matched them by the tags players give Rival Fury on Steam (Action, Casual, Beat 'em up, 2D Fighter, and 3D Fighter): closest matches first, and among equally close ones the better-known games.

MARVEL Tōkon: Fighting Souls
Shared: Action · Casual · 2D Fighter

DNF Duel
Shared: 2D Fighter · Action · Casual

Your Only Move Is HUSTLE
Shared: Action · 2D Fighter · Spectacle fighter

THE KING OF FIGHTERS XIV STEAM EDITION
Shared: Action · 2D Fighter · Arcade

Demon Slayer -Kimetsu no Yaiba- The Hinokami Chronicles
Shared: Action · 3D Fighter · 2D Fighter

One Finger Death Punch
Shared: Action · 2D Fighter · Beat 'em up

GUILTY GEAR -STRIVE-
Shared: 2D Fighter · Action · Arcade

JoJo's Bizarre Adventure: All-Star Battle R
Shared: Action · 3D Fighter · 2D Fighter

Streets of Rage 4
Shared: Action · Beat 'em up · Arcade

Kung Fury: Street Rage - Ultimate Edition
Shared: Beat 'em up · Action · Arcade

One Finger Death Punch 2
Shared: Action · Beat 'em up · Casual

Teenage Mutant Ninja Turtles: Shredder's Revenge
Shared: Beat 'em up · Side Scroller · Action

Dead as Disco
Shared: Beat 'em up · Action · Spectacle fighter

DRAGON BALL FighterZ
Shared: Action · 2D Fighter · Anime

Stick It to the Stickman
Shared: Action · Beat 'em up · 2D Fighter

THE KING OF FIGHTERS XV
Shared: Action · 2D Fighter · Arcade

Judgment
Shared: Action · Beat 'em up · 3D Fighter

The TakeOver
Shared: Action · Beat 'em up · Casual

GrandChase
Shared: Action · Casual · 2D Fighter

MARVEL Cosmic Invasion
Shared: Beat 'em up · Arcade · Action

TEKKEN 7
Shared: Action · Arcade · 3D Fighter

DJMAX RESPECT V
Shared: Casual · Action · Anime

Little Fighter 2 Remastered
Shared: Action · 2D Fighter · Beat 'em up

DRAGON BALL: Sparking! ZERO
Shared: Action · 3D Fighter · Anime