The match ended in a 2-2 draw.
Wenger said: “We should have won by five goals. We didn’t see Spurs creating many chances today but they scored two goals.
“It’s the story of the season. Fantastic spirit but we have to learn to make the most of our chances.
“We hit the post three times and I think we should have scored at least five times.”