It was a bittersweet style ending, more on the happy side.
But the sadness more comes from everything leading up to it.
The point where I finally cried was in the Homura flashbacks episode, after the second Walpurgisnacht where Madoka asks Moemura to kill her. OH MY GOD ALL THE FEELS.