Spurs are battling Adebayor's former club for a top four finish.
He told the Sunday Mirror: "Arsenal was a different life. Now, I prefer Tottenham and everything belongs to Tottenham. I don't care what Arsenal do, what they achieve. That's not my problem anymore.
"If I can kill them, I will definitely kill them because we are in a game where you have to do your best for your team. And now I'm in Tottenham, I have to give everything to Tottenham. Of course, Arsenal can drop points. Why not? They have dropped points throughout the season and they can drop points again now.
"We don't have a choice, we have to beat Stoke and take six points from our last two games.
"I don't see why we can't finish in the top four this year."