I always felt it was a little bit more open ended, possibly even hopeful at the end.

Him finally moving past the 500 days of "summer" to find autumn would imply that he's "changed with the seasons" and has learned more about himself during his relationship with summer. There are definitely allusions to him potentially sliding back, but it's not something the movie really commits to in its ending.