Wenger - whose one confirmed summer buy has been promising Wales teenager Aaron Ramsey - believes the current squad, as a collective unit, have the potential to be his best yet.
"At the end of the season I just told the players to go on holiday, forget about it for a few weeks, and be ready to come back with a new desire and new hope for next season," Wenger told the official Arsenal magazine.
"I feel the togetherness is there, the desire is there, and the quality is there. They have very good ingredients. We have done extremely well.
"We had 68 points last year, and we had 83 this season, so we made a big improvement."
Wenger added: "We just want to make another improvement next year, and if we can manage that improvement, what will follow naturally is domination."