Failing to capitalize on some big power play time during the second period didn't help the Canadiens' cause, either.
Down by a goal, they had a two-man advantage for 70 seconds late in the frame but couldn't generate much of anything.
"I don't think it was a turning point, but I think we could've done a much better job. Five-on-three, for some reason, we were shooting from far out and we weren't taking the time to bring the puck closer to the net and create some better chances," explained Julien. "It would've been good to score on that. It would've made probably a difference in the game."
After killing off the penalty, the Panthers responded in the best way possible - with goals of their own to put the contest out of reach.
MacKenzie Weegar scored 41 seconds into the third period, before Jonathan Huberdeau added another goal at the 4:13 mark to give the Panthers a commanding 3-0 lead.
Evans responded for Montreal at 8:04, but the rally stopped there.
"You get some good chances, you need to bear down. That's what they did tonight," said Evans. "I feel like the game was even for the most part. I just think when they had their good chances, they were putting them in."