01/16/2014 10:21 EST | Updated 03/18/2014 05:59 EDT

Carey Price outstanding, makes 40 saves in Canadiens' 5-4 OT win over Senators

OTTAWA - Carey Price called it one of his best performances and with good reason.

The Montreal Canadiens goaltender was outstanding, making 40 saves in a 5-4 overtime win over the Ottawa Senators on Thursday.

Without Price's heroics this one would have had a very different outcome.

"The reason for tonight's win is Carey Price," said Canadiens coach Michel Therrien. "He kept us in the game through two periods. I thought he was extraordinary."

Price made a number of big saves and at one point had many of the Senators wondering if they would find a way to beat him.

"He was the difference in the game," said Bobby Ryan. "When he saved me I thought this is going to get ugly here and then he made the ten-beller on Stone right afterwards. I just got lucky enough to get another opportunity right away."

Through two periods Price had faced 38 shots and admitted he felt good despite having to be so busy.

"It was fine," said Price. "That's what we train for all year."

The Canadiens got off to a great start by jumping out to a 3-0 lead, but four unanswered goals allowed the Senators to start the third leading 4-3.

After giving up the lead in the second Price said little needed to be said.

"There was a few things said, but we've all heard those speeches before," said Price. "We knew what needed to be done. Our leaders took over and did a good job."

The Canadiens caught a break on the tying goal midway through the third. Tomas Plekanec broke in alone and while Craig Anderson made the initial save, defenceman Jared Cowen watched in horror as the puck went in off his skate.

"I couldn't even get out of the way because I was stopping," said Cowen. "Just one of those things where you feel like you're helpless. In the end it's just one of those terrible feelings you feel in the pit of your stomach."

The game then went to overtime where Subban scored 23 seconds into the extra period as his shot trickled through Anderson's legs.

Despite the loss the Senators felt they played well and showed a lot of resiliency.

"I thought we did a lot of good things," said Ryan. "I thought we controlled the pace most of the game. It's a loss and it's a negative in that regard, but I think everyone in the room can take a lot of positives from it."

Plekanec, Max Pacioretty and David Desharnais also scored for the Canadiens (27-16-5), who defeated the Senators for the first time this season (1-2-0).

Clarke MacArthur, Erik Karlsson, Ryan and Kyle Turris scored for Ottawa (21-18-9). Anderson stopped 18 shots.

Two goals in 84 seconds late in the second allowed Ottawa to grab its first lead of the game.

A great pass by MacArthur allowed Turris to beat Price over the shoulder, sending the 19,217 on hand into a frenzy and give the Senators a 4-3 lead.

Trailing 3-2 to start the second, Ottawa outshot the Canadiens 19-10 in the second and tied the game on the 37th shot as Ryan beat Price with a wrist shot.

Minutes earlier Price had made outstanding saves on Ryan and Mark Stone.

"(Price) had a great second period," said MacArthur. "He did a great job so you have to give him credit, but on our side we have to find a way to win those games."

The Canadiens got off to a quick start taking a 3-0 lead early in the first, but with two late first-period goals the Senators were able to make a game of it.

Plekanec opened the scoring with a short-handed goal on Montreal's first shot. Pacioretty made it 2-0 with a power-play goal at the 14-minute mark as he roofed it over Anderson's shoulder and just over one minute later Desharnais made it 3-0 as he was allowed to walk in alone and drew Anderson out to have a wide open net.

Ottawa's comeback started at the 17-minute mark as Karlsson found MacArthur in the middle who then tipped a shot through Price's legs.

Just over a minute later Karlsson scored his 11th of the season off a pass from Jason Spezza to draw the Senators within one.

Notes: D Patrick Wiercioch and D Joe Corvo were a healthy scratch for the Senators. RW Chris Neil was a late scratch, he has missed the last six games with a lower body injury. Matt Kassian took his place in the lineup. D Francis Bouillon was a healthy scratch for the Canadiens. Montreal is playing the first of a four-game road trip.