24 games ranked by how much the tags Steam players vote on them overlap with Taiko no Tatsujin: Rhythm Festival's. A rare tag counts for far more than one that sits on half the store, and popularity never moves a game up.
What they share most: Rhythm, Music, Casual, Anime, Difficult, PvP.

1·BIT.TRIP CORE
99% match · Rhythm, Music
58% of 156 reviews positive

2·Santa Rockstar
99% match · Rhythm, Music
83% of 349 reviews positive

3·TAPSONIC BOLD
99% match · Rhythm, Music
75% of 1,197 reviews positive

4·Laserlife
98% match · Rhythm, Music
74% of 117 reviews positive

5·Before the Echo
97% match · Rhythm, Music
86% of 1,456 reviews positive

6·Space Channel 5: Part 2
97% match · Rhythm, Music
89% of 1,870 reviews positive

7·Ephemerid: A Musical Adventure
97% match · Rhythm, Music
92% of 222 reviews positive

8·Sound Slide
97% match · Rhythm, Music
78% of 513 reviews positive

9·Beat the Song
97% match · Rhythm, Music
89% of 100 reviews positive

10·Groove Coaster
97% match · Rhythm, Music
67% of 1,608 reviews positive

11·DJMAX RESPECT V
96% match · Rhythm, Music
89% of 35,031 reviews positive

12·AVICII Invector
96% match · Rhythm, Music
97% of 3,391 reviews positive

13·McOsu
96% match · Rhythm, Music
89% of 6,395 reviews positive

14·BIT.TRIP BEAT
96% match · Rhythm, Music
81% of 883 reviews positive

15·AUDICA: Rhythm Shooter
96% match · Rhythm, Music
85% of 584 reviews positive

16·Quaver
96% match · Rhythm, Music
92% of 17,190 reviews positive

17·Project Rhombus
96% match · Rhythm, Music
93% of 1,400 reviews positive

18·Retro/Grade
96% match · Rhythm, Music
84% of 396 reviews positive

19·Malody V
95% match · Rhythm, Casual
73% of 652 reviews positive

20·Old School Musical
95% match · Rhythm, Music
92% of 970 reviews positive

21·音灵 INVAXION
94% match · Rhythm, Music
53% of 6,169 reviews positive

22·Slash It Ultimate
94% match · Rhythm, Casual
70% of 670 reviews positive

23·Muse Dash
94% match · Rhythm, Music
91% of 122,742 reviews positive · 445 playing

24·KickBeat Steam Edition
94% match · Rhythm, Music
67% of 774 reviews positive
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The closest matches to Taiko no Tatsujin: Rhythm Festival on Steam are BIT.TRIP CORE, Santa Rockstar, TAPSONIC BOLD, Laserlife, Before the Echo. They rank highest because their Steam community tags overlap most with Taiko no Tatsujin: Rhythm Festival's, and shared tags include Rhythm, Music.
Every game is described by the tags Steam players vote on it. Rare, specific tags such as Rhythm, Music, Casual count far more than catch-all ones like "Indie" or "Singleplayer", and each game is scored on how closely its whole tag profile matches Taiko no Tatsujin: Rhythm Festival's. Popularity never affects the ranking.