Without a doubt, ice hockey is set to be the primary attraction and most discussed discipline at the forthcoming Winter Games in Italy.
The male competition is expected to garner substantial attention, marking the reappearance of NHL athletes since 2014. This offers numerous emerging talents, including Connor McDavid, Nathan MacKinnon, and Auston Matthews, their inaugural Olympic experience. Following their gripping encounters at the previous year’s 4 Nations Face-Off, a championship final between Canada and the United States appears highly probable.
For the women’s event, a highly contested, decisive match-up featuring Canada and the U.S. appears practically certain, given the ongoing global supremacy of these two long-standing adversaries.
Therefore, could we witness a pair of Canada-U.S. gold-medal hockey contests next month? An affirmative response would be ideal! It is challenging to envision a more thrilling conclusion. However, will events genuinely unfold in this manner?
To assess these probabilities, we sought input from our associates at Shoreview Sports Analytics. Mirroring their contribution to our Olympic curling preview from the previous week, the team at Shoreview developed a statistical model to forecast national performance in both the male and female hockey competitions. Certain predictions prove quite unexpected.
Let’s delve into the details.
Male Tournament
What strikes me as most astonishing is Canada’s comparatively modest likelihood of securing the gold, coupled with Sweden—rather than the United States—emerging as their principal competitor. Furthermore, the Czech Republic’s superior ranking to Finland is somewhat unforeseen, especially considering their exclusion from the 4 Nations Face-Off.
Primarily, I am impressed by the narrow margins across the board. The perceived “frontrunner,” Canada, holds only a 37 percent probability of capturing the top prize.
To avoid (ideally) becoming overly technical, I believe it’s crucial to explain the analytical approach underpinning these figures.
According to Mike Heenan of Shoreview, his organization initiated the process by creating an Elo rating for each team. This system quantifies team capability derived from prior match outcomes. Essentially, defeating an anticipated opponent slightly increases your rating, while vanquishing a superior adversary results in a significant boost. Conversely, a loss decreases your rating commensurate with the strength of the winning team. This provides a relatively straightforward method for determining the current probability of one team overcoming another in a direct confrontation.
To determine each team’s Elo score, Shoreview incorporated all matches from significant, senior-tier competitions (excluding world juniors) spanning 2015 to the current year. Predominantly, this involved the yearly men’s world championships (featuring NHL participants) and the preceding two Olympic Games (which did not). This ten-year dataset offers a solid overview of each nation’s proficiency in male ice hockey.
Nevertheless, as acknowledged by enthusiasts, none of these past competitions included every elite player from participating nations. Consequently, Shoreview applied a triple weighting to last year’s 4 Nations Face-Off—the sole genuine “best-on-best” competition held since the 2014 Olympics—which showcased rosters largely identical to those Canada, the U.S., Sweden, and Finland plan to deploy at the forthcoming Games.
Hockey Canada announces the men’s Olympic hockey team, featuring the return of NHL players to the 2026 Winter Games.
Subsequently, to better factor in the substantial rise in athlete calibre for these Olympics compared to tournaments preceding the 4 Nations, Mike devised an innovative approach. Given that ice hockey lacks a commonly recognized and accessible equivalent to baseball’s Wins Above Replacement metric for assessing individual player worth, he leveraged the player ratings from the widely played (and relatively accurate) NHL 26 video game. These ratings helped establish each team’s prowess in forward, defensive, and goaltending positions, which then informed adjustments to their overall Elo score based on these three categorical strengths.
Ultimately, Shoreview employed these refined Elo ratings to run 10,000 simulations of the tournament.
Admittedly, I delved into some intricate details. However, my intention was to ensure comprehension of the considerable effort invested in these forecasts, particularly as they diverge significantly from common beliefs.
My overall perception is that most ice hockey enthusiasts anticipate a highly probable gold-medal match-up between Canada and the U.S. Betting exchanges corroborate this sentiment: a wagering platform I examined today listed Canada as slightly less than an even-money favourite for the championship (yielding $112 profit on a $100 wager), with the U.S. closely trailing at nearly 2/1 odds. A substantial margin then separated them from Sweden at approximately 7/1, followed by Finland (11/1), the Czech Republic (16/1), and Switzerland (23/1).
On a personal note, I find myself more in agreement with the betting figures than with Shoreview’s assessments. My conviction is that Canada and the U.S. represent the two strongest contenders in the competition and will vie for the ultimate prize.
However, a key reason for outlining the methodology was to highlight the inherent difficulty in forecasting this tournament’s outcome. There is a scarcity of directly applicable historical data. The primary components of the teams expected in Italy have participated together only once previously, during the 4 Nations Face-Off.
While the memorable Canada-U.S. confrontation in the 4 Nations final might now appear fated, recall that during the preliminary rounds, Canada needed extra time to overcome Sweden, subsequently fell to the U.S., and then had to defeat Finland to secure a spot in the championship game. Canada squandered a four-goal advantage, allowing the score to become a single-goal difference in the last minute before Sidney Crosby sealed the win with an empty-net goal. However, these details often fade from memory after Canada clinched victory against the U.S. with a pivotal overtime goal from McDavid.
The Olympic structure additionally creates opportunities for unexpected results. All twelve participating teams progress to the single-elimination knockout stage, where the three group victors and the top-ranked second-place team earn a direct entry into the quarter-finals. Some of these byes might hinge on goal differential, which is notoriously challenging to foresee. This implies that even a highly skilled squad might need to triumph in four consecutive sudden-death matches to claim the gold. Naturally, any singular contest holds the potential for unforeseen events.
Canada finds itself in Group A alongside the Czech Republic, Switzerland, and France. Group B comprises Sweden, Finland, Slovakia, and the host nation, Italy. The United States enjoys the most straightforward route to a bye in Group C, competing against Germany, Latvia, and Denmark. This favorable draw explains why the Shoreview model attributes higher silver medal probabilities to them than to Sweden, even though the Swedes lead in gold medal projections.
Female Tournament
Considering historical patterns, the ten-team female competition essentially divides into two distinct contests: fierce competitors Canada and the U.S. will contend for the gold, leaving all other nations to compete for the bronze.
While not an absolute guarantee, it is remarkably close. Throughout the annals of women’s global ice hockey, Canada and the U.S. have clashed in six out of seven Olympic championship matches and 23 out of 24 world championship finals. The only deviations occurred at the 2006 Turin Olympics, where goaltender Kim Martin assisted Sweden in a stunning semifinal victory over the U.S. before their defeat to Canada in the final; and the 2019 World Championship in Finland, where the host nation unexpectedly bested Canada in the semifinals prior to a contentious loss in the final against the Americans. Despite these rare instances, a substantial disparity has persisted—and continues to exist—between these two dominant forces and other nations worldwide.
Typically, such an imbalance in competition would pose a significant issue. However, Canada and the United States have compensated for this by delivering some of the most fervent, impassioned, and challenging contests in the sport. In the past decade, eight of their nine encounters in Olympic or world championship finals concluded with a single-goal difference, with six extending into overtime or a shootout.
Hockey Canada and the Canadian Olympic Committee announce the 23-player roster that will head to Italy for this year’s Winter Games.
Therefore, what explains the Shoreview forecasts assigning the U.S. a greater than 75 percent probability of defeating Canada for the Olympic gold in Milan? Haven’t we just established that their games typically hinge on a single goal? And frequently proceed to sudden-death play? Does that not closely resemble the dynamics of a fifty-fifty chance?
Indeed, that is correct. Nevertheless, a recent alteration in the comparative strength of these squads seems to have occurred, which does not favor Canada’s prospects of securing consecutive Olympic titles.
Having reclaimed the world championship with a characteristically arduous 4-3 overtime triumph against Canada last April in the Czech Republic, the United States subsequently exerted complete dominance in the teams’ Rivalry Series this autumn, achieving a clean sweep across the four-game excursion with an aggregate score of 24-7.
To demonstrate the profound impact this had on the forecasts, note that prior to the Rivalry Series, the Shoreview model indicated gold-medal probabilities of 53.4 percent for the United States versus 45.8 percent for Canada—a nearly even chance. Currently, these figures stand at 77.4 percent and 22.0 percent, respectively.
It is noteworthy that the Shoreview model applied to the female competition, diverging from the male version, incorporates comprehensive victories. Due to the significant disparities in team quality globally, Mike incorporated a “margin of victory” element into the Elo system. This factor rewards overwhelming wins and imposes penalties for one-sided defeats. For Canada and the U.S., this effectively illustrates their worldwide supremacy, though Canada’s standing was negatively impacted by the recent Rivalry Series results.
Concurrently, it’s important not to exaggerate the influence these decisive victories exerted on the predictions. Mike conducted the analysis excluding the margin of victory component, and the U.S. still maintained approximately a 70 percent favourability for securing the gold.
Regrettably for Canada, the flexibility for roster-specific modifications, as seen in the men’s tournament, is absent. The athletes representing both nations in the Olympics will be largely consistent with those from the Rivalry Series. Thus, the probabilities are established. Canada must simply discover a method to overcome their opponents.
