Choji shines when he's healed, which only happens before each action or another character supplies a heal. So, he gets progressively better as the rounds increase. However, NTI only lasts 4 rounds without a revive user. Iruka, Hidan, Tobi, Karin are all more viable options to use with Fire Buff team.