DENVER -- The Carolina Hurricanes kept throwing shots at Semyon Varlamov and he kept turning them away.

Carolina ended up frustrated while Varlamov finished with a career night.

Varlamov had a career-high 57 saves, Carl Soderberg and Patrik Nemeth had a goal and an assist each, and the Avalanche beat the Hurricanes 5-3 on Thursday night.

Mikko Rantanen, Gabriel Landeskog and Blake Comeau also had goals and Nathan MacKinnon had two assists for Colorado, which survived a strong Carolina push in the third period.

The Hurricanes outshot the Avalanche 22-7 in the last period but Varlamov stopped all of them to eclipse his previous high in saves of 54 done against Chicago on Jan. 6, 2015.

He also set a team record for most saves in a home game but fell well short of the franchise record for overall saves. Ron Tugnutt stopped 70 of 73 for the Quebec Nordiques on March 21, 1991.

Thursday was a turnaround from Varlamov's last game when he allowed seven goals on 21 shots in a loss in Vegas on Oct. 27.

"It was a really tough game mentally," he said. "I thought I had a good start to the game and everything collapsed in the second period. If you have a bad game the next night you have to bounce back, so I had to forget about it and then just keep going."

He showed Thursday he was sharp right away, stopping 20 shots in the first period.

"Phenomenal from start to finish," Colorado coach Jared Bednar said. "I thought he was obviously the difference in the hockey game."

Victor Rask, Elias Lindholm and Derek Ryan had goals and Cam Ward stopped 22 shots for Carolina, which has lost three straight despite outshooting Colorado 60-27.

"We had a lot of shots, a lot of chances, we've just got to put them in," Lindholm said. "Three's not good enough for 60 shots."

The Avalanche (7-5) broke it open in the second with three goals, including two less than a minute apart to go up 5-2.

Comeau put Colorado ahead with his second goal of the season at 11:25 and Landeskog made it 4-2 when he put Ward's clearing attempt into the top shelf at 14:03.

Hurricanes coach Bill Peters challenged that the Avalanche were offsides on the play but the goal was upheld upon review. Carolina was assessed a delay of game penalty for the failed offsides challenge, a rule instituted by the NHL this season.

Rantanen made the Hurricanes pay when he scored 55 seconds later to put the Avalanche ahead by three goals.

"Our guys have a view in the back, they still think it's offsides," Peters said. "I didn't have the view that they had on the bench. They had a view they were pretty confident was offsides. So, obviously that didn't work out. We got the double whammy with the power-play goal."

Ryan made it 5-3 heading into the third after a scramble in front of the Colorado.

The Hurricanes (4-5-2) dominated the third but couldn't score. They pulled Ward for an extra skater with 1:45 left but they managed just one shot.

"It looks great because we had a bunch of shots and scored a few goals, but we definitely need to be better as a group defensively," Justin Faulk said.

Rask scored 55 seconds into the game on a turnover, Soderberg tied it when he tipped in a shot by Erik Johnson on a delay penalty and Nemeth's first goal at 12:21 gave Colorado a 2-1 lead.

Lindholm got the Hurricanes even with his third of the season at 15:14.

NOTES: Carolina D Brett Pesce did not make the two-game road trip due to a concussion suffered in practice on Tuesday. Trevor van Riemsdyk took Pesce's spot on the top defensive pairing. ... D Nikita Zadorov was a healthy scratch for Colorado for the third straight game. D Chris Bigras was also scratched. ... Hurricanes D Jaccob Slavin celebrated a homecoming. He is a native of nearby Erie, Colo., and played two seasons at Colorado College in Colorado Springs. ... Avalanche C Nathan MacKinnon has five points (2g, 3a) in the past two games. He had one point in his previous six games.