The battle between Takumi Fujiwara and Nobuhiko Akiyama is the thirty-fourth battle of Initial D.
Prior to the Battle[]
Nobuhiko is fully aware that he cannot defeat Takumi, not in skill nor with his large Altezza being at a disadvantage. However, he is convinced to gather as much information on him as possible in order to relay it to his cousin and stop Project.D's advance through Saitama. For this reason, he chooses to follow. On the starting line, Ryosuke mutters words of advice to Takumi, telling him to let Nobuhiko stay behind until they reach the first hairpin, before leaving him behind.
During the Battle[]

Takumi pulls away from Nobuhiko on the hairpin
While Nobuhiko is giving 100% just to barely try and keep up with the 86 while trying to figure out his technique, Takumi is following Ryosuke's advice; he is driving at an incredibly controlled pace, not even revving the engine above 9,000rpm. At the first hairpin, Takumi gets serious and immediately puts Nobuhiko overwhelmingly behind, predictably ending the one-sided showdown.
After the Battle[]
While Nobuhiko claims that he has failed, he is in fact capable of deducing some of Takumi's technique and forwards it to Wataru, and the both of them successfully hire a professional rally driver to fully counter the threat of the AE86.