 On January 26, 2013, Kanemaru, Atsushi Aoki, Go Shiozaki, Jun Akiyama and Kotaro Suzuki, all of whom had quit Noah at the same time, announced that they had joined All Japan Pro Wrestling, forming the "Burning" stable.On February 23, Kanemaru brought Burning its first title, when he defeated Shuji Kondo for the World Junior Heavyweight Championship which he was denied in his first AJPW stint.On May 11, Kanemaru made a one-night return to Noah to take part in Kenta Kobashi's retirement match at Final Burning in Budokan, where he, Go Shiozaki, Kenta and Maybach Taniguchi were defeated by Kobashi, Jun Akiyama, Keiji Mutoh and Kensuke Sasaki, with Kobashi pinning Kanemaru for the win.