I doubt that since the manwha gives the nerdy ml more screentime and he legit was the first person to appear at the beginning of the manwha and i think the author would be fucking us all if the mc went home with the guy that repeated the same actions his ex did wayback in his school days
when it comes to this triangle relationship, the bad one always win the mc's heart. I still doubt that there will not be like that again.