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Inside the Canucks numbers: Why they can't win one-goal games

The Canucks are running on bad luck but the return to form of J.T. Miller and to health of Filip Hronek should turn their fortunes around.

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In the 2014-15 season, the Vancouver Canucks did something remarkable.

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They played 31 games that were settled by just one goal — and won 22 of them.

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It’s a well-established fact that over the long run, one-goal games are close to a coin flip.

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Remember how poor the Canucks were just a season later? That was a reminder of how your record in one-goal games can mask what you really are. The 2014-15 Canucks weren’t as good as their record suggested.

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Let’s fast-forward a decade to the current edition of the Canucks.

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So far this season, Vancouver has played 20 one-goal games. The Canucks have won just eight of those.

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In other words, they have actually been a touch unlucky.

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Let’s dive into this messy Canucks season so far.

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3

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The Canucks have just three overtime wins this season. They’ve lost nine times in overtime.

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A little more luck there, perhaps a little better strategy in the players they use. That would certainly help the Canucks a lot.

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canucks vs capitals
Pierre-Luc Dubois #80 of the Washington Capitals celebrates after scoring a goal against the Vancouver Canucks during the first period at Capital One Arena on Jan. 8, 2025 in Washington, DC. Photo by Patrick Smith /Getty Images
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2.6

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Here’s some good news: as bad as the Canucks have looked, they have actually improved lately in generating shot quality at five-on-five, to the rate of 2.6 expected goals per 60 minutes of five-on-five ice time, according to HockeyViz.com.

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Early in the season, they got up to nearly 2.8 expected goals, but for much of the first half of the season, they’ve been down around 2-flat or even below.

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As a comparison, the red-hot Vegas Golden Knights are currently well above 3.0.

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A lot of this improvement has to do with the return to the lineup of J.T. Miller.

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His overall play remains uneven, but the simple reality is he is better than the guys he was replacing.

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You’d rather have an undercooking Miller in the lineup than, say, Aatu R?ty, one of the players who got ice time while Miller was on leave.

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The Canucks’ expected goals rate improves by 21 percentage points when Miller is on the ice compared to when he’s not, according to HockeyViz.com.

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The Canucks, to no shock, are well above average offensively with Miller on the ice compared to being below-average when he’s off.

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Noah Juulsen works hard but really shouldn't be playing this much.
Noah Juulsen works hard but really shouldn’t be playing this much. Photo by Patrick Smith /Getty Images
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-1

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In a similar case of with-or-without-you, consider Noah Juulsen. He’s a hard-working good story.

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He’s a pretty solid penalty killer.

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But an offensive dynamo he is not. And he has been the main beneficiary of Filip Hronek being injured for the past six weeks.

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Juulsen expected-goals differential is -1, meaning that the opposition’s quality of shots add up to the equivalent of one expected goal against more per 60 minutes of five-on-five ice time than the Canucks are producing while he’s on the ice.

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Hronek, on the other hand, has been the opposite for much of the season, with the Canucks generating shots of a quality that would deliver about one expected goal more than the quality of shots they were giving up.

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That’s a two-goal swing. Given how much ice time Hronek eats up, that might make a difference in the one-goal game coin-flip game.

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J.T. Miller and Elias Pettersson haven't played much together lately.
J.T. Miller and Elias Pettersson haven’t played much together lately. Photo by Nick Wass) /AP
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-0.6

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If you want to understand how badly things were going for the Canucks for much of December, just look at Elias Pettersson’s expected goals numbers.

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With both Miller and Hronek out of the lineup, the Canucks were giving up about 0.6 expected goals per 60 minutes of five-on-five ice time with Pettersson on the ice.

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It’s not just that he was struggling, the team as a whole was.

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The Canucks need Pettersson back, quite simply put. And then obviously, they need Pettersson to get back to being Prime Pettersson, the guy who creates opportunities for his linemates and bag his own.

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Quinn Hughes in action at Rogers Arena against the Hurricanes last October.
Quinn Hughes in action at Rogers Arena against the Hurricanes last October. Photo by Derek Cain /Getty Images
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16.7

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You’ve already heard how great Quinn Hughes is, but here’s another way.

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Hughes’ relative shot-attempts for percentage is 16.7, that is the percentage point difference between the Canucks’ shot-attempts percentage when Hughes is on the ice and when he’s off.

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The Canucks are 1/6th better when he’s on the ice, compared to when he’s off.

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That’s a staggering difference. Indeed it’s the best in the NHL.

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In other words, better play when Hughes isn’t on the ice sure would help a lot.

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