For his part, Carey Price qualified the defeat as "tough to swallow" after surrendering three goals in the second period and another three in the third.
But the seven-time All-Star knows all too well that parking the loss and focusing on Tuesday night's encounter with the Atlantic Division rival Boston Bruins is all that matters going forward.
"We get back to work on Monday, regardless of what happened, and move on to the next game," said Price. "You can't dwell on this too long."
Where did things go wrong?
Goal scoring certainly wasn't a problem for the Canadiens on Saturday night.
After netting six goals in their previous three games combined, they put five pucks past Rangers starter Alexandar Georgiev.
Julien was happy to see that, of course, but he wasn't at all pleased with their defensive work.
"We have to tighten up defensively. We're not hard enough. We don't kill plays. We weren't good backchecking at all tonight," explained Julien, during his postgame press conference. "We played against a team that was hungry, even if they played [on Friday night]. It's another reason why it's unacceptable. After three games without a win, we should have been hungry. We shouldn't let these things happen. It's unacceptable… The urgency to score isn't bad. The urgency to defend isn't good enough. That's where we've got to get better."
Domi, Lehkonen deliver offensively
Apart from the final score, Max Domi's first game back at center on a line with Nick Suzuki and Artturi Lehkonen was a success.
Domi snapped a nine-game goal drought in a big way with a pair of markers, and Lehkonen enjoyed a two-goal game of his own as well.