44		The X Factor Sing (PlayStation 2, 2005)
43		Rock Band 3 (PlayStation 3, 2010)
43		Guitar Hero 5 (PlayStation 3, 2009)
42		DJ Hero 2 (PlayStation 3, 2010)
42		Dance Dance Revolution: 4th Mix (PlayStation, 2001)
42		Alvin and the Chipmunks (PlayStation 2, 2007)
42		Dance Dance Revolution: Extra Mix (PlayStation, 2001)
41		Green Day: Rock Band (PlayStation 3, 2010)
41		Guitar Hero Live (PlayStation 4, 2015)
41		Rock Band 4 (PlayStation 4, 2015)
41		The Naked Brothers Band: The Video Game (PlayStation 2, 2008)
40		Guitar Hero Live (PlayStation 3, 2015)
40		Guitar Hero Smash Hits (PlayStation 3, 2009)
40		Guitar Hero Smash Hits (PlayStation 2, 2009)
40		Guitar Hero 5 (PlayStation 2, 2009)
40		K-ON! Houkago Live!! (PlayStation 3, 2012)

Notes: Games similar to Taiko Drum Master, Games like Taiko Drum Master, Namco Limited, Namco Hometek Inc., PlayStation 2, Action, Simulation, Music, Rhythm, 3rd-person, Other, Sony PlayStation, PSX, PS1, PS2, PS3, PS4, Game Similarities.