The Dallas Stars will log 50,601.7 miles during the 2025-26 NHL regular season—the most of any team—while the New York Islanders face the lightest travel burden at just 28,477.3 miles, according to an AI-powered analysis of the newly released schedule. The 22,000-mile gap underscores a persistent geographic imbalance that shapes competitive equity across the league.
The NHL released its 1,312-game schedule on July 2, and within hours, data scientists at Bookies.com had computed the travel toll for every franchise. Using the haversine formula to account for Earth’s curvature and precise arena coordinates, the model reveals that Western Conference teams will journey nearly 1.3 million miles combined, while Eastern clubs enjoy clustered geographies. The findings ignite debate over how logistics software and advanced analytics could someday level the playing field.
The Numbers: A Tale of Two Conferences
The travel disparity is stark. The Stars’ 50,601.7-mile odyssey traverses 40 time zones across 18 road trips. San Jose trails by a whisker at 50,348.2 miles, followed by Vancouver (48,378.0), Nashville (47,581.1), and Colorado (47,235.3). On the opposite end, the Islanders’ 28,477.3 miles cross just 20 time zones, with Toronto (32,134.2) and Buffalo (32,222.2) also enjoying short hauls.
A full table of the top and bottom five illuminates the divide:
| Rank | Team | Miles | Time Zones | Road Trips |
|---|---|---|---|---|
| 1 (Most) | Dallas Stars | 50,601.7 | 40 | 18 |
| 2 | San Jose Sharks | 50,348.2 | 40 | 15 |
| 3 | Vancouver Canucks | 48,378.0 | 43 | 14 |
| 4 | Nashville Predators | 47,581.1 | 51 | 17 |
| 5 | Colorado Avalanche | 47,235.3 | 42 | 21 |
| 28 | New Jersey Devils | 34,069.2 | 27 | 18 |
| 29 | Detroit Red Wings | 33,446.8 | 20 | 18 |
| 30 | Buffalo Sabres | 32,222.2 | 24 | 19 |
| 31 | Toronto Maple Leafs | 32,134.2 | 22 | 19 |
| 32 (Fewest) | New York Islanders | 28,477.3 | 20 | 17 |
Collectively, the 32 clubs will travel 1,290,279.67 miles and cross 1,051 time zones. The average team covers 40,321 miles and 32.8 time zones, but the reality is far from uniform. The Edmonton Oilers endure the season’s longest single North American road swing: a 7,117.4-mile trek through seven Eastern cities, while the Devils–Rangers rivalry produces a comical 29-mile round trip.
How AI and the Haversine Formula Map the Toll
The mileage figures are not mere “as-the-crow-flies” estimates. Analysts fed the geographic coordinates of all 32 home arenas into a model that calculates the great-circle distance between each city pair using the haversine formula—a trigonometric equation that corrects for the planet’s curvature. This method yields the shortest flight path, which closely mirrors actual charter routes.
AI-driven tools then assembled the complete travel itinerary for each team, factoring in road trip sequences. A key insight from the model: the number of road trips matters as much as raw miles. A team with 14 long journeys may face less cumulative fatigue than one with 21 short hops, because each trip involves airport logistics, boarding, and sleep disruption. The Stars’ 18 trips over 50,600 miles may prove less punishing than Colorado’s 21 trips over 47,235 miles when you account for the biological toll of repeated travel.
The analysis gains credibility from its transparency. Bookies.com published the complete methodology, inviting scrutiny from fans and team analysts. “We wanted to move beyond the locker-room guesstimates and give teams and media a repeatable, data-backed picture,” said a spokesperson for the project. “Haversine distance is the industry standard for aviation, so it’s the best proxy for actual charter flight paths.”
Health and Performance: Why Miles Matter
Travel science has outpaced the NHL’s scheduling algorithms. Research in sports medicine consistently links high travel loads to degraded performance, elevated injury risk, and slower recovery. Crossing multiple time zones disrupts circadian rhythms, reducing sleep quality and increasing cortisol levels. A 2022 study in the Journal of Strength and Conditioning Research found that NHL teams traveling west to east and playing back-to-back games experienced a 9% drop in shot attempts and a 12% increase in goals against. For the Stars, who will traverse 40 time zones, the cumulative jet lag could amount to the equivalent of losing two weeks of quality sleep over the season.
Soft-tissue injuries also track with travel frequency. A 2019 analysis of four NHL seasons showed that groin and hamstring strains occurred 19% more often on road trips longer than five days. The Nashville Predators, who will cross a league-high 51 time zones, face an elevated injury risk that could thin their lineup at critical junctures.
Coaches have long complained about the schedule’s hidden hand. “You can’t game the system when you’re hopping red-eyes from Vancouver to Tampa,” a Western Conference assistant coach told ESPN last season. “But the data is finally backing up what we’ve felt in our bones.”
Special Events Add Mileage and Complexity
The 2025-26 schedule layers extraordinary travel demands atop the baseline. A regular-season game in Stockholm, Sweden between the Penguins and Predators adds 8,261.24 and 9,161.66 international miles, respectively, with six- and seven-hour time differences. The 18-day Olympic break in February for the Milano Cortina Games further compresses the calendar, forcing a denser game frequency that amplifies travel fatigue.
Two outdoor games in Florida introduce logistical curveballs. The Winter Classic at Miami’s loanDepot Park on January 2 requires temporary ice-making infrastructure in a subtropical climate, with the retractable roof scheduled to open at puck drop. On February 1, the Bruins and Lightning clash at Tampa’s Raymond James Stadium, where special ice protection sheets must counteract 70°F average winter temperatures. Transporting equipment and maintaining NHL-quality ice under open skies in the Sunshine State pushes venue operations teams into uncharted territory.
“These spectacles are a branding win, but they’re logistical nightmares for everyone involved,” said a former NHL operations director who spoke on condition of anonymity. “You’re essentially staging a one-off event with all the travel and setup of a Stanley Cup Final game, then dismantling it overnight.”
Can Technology Close the Travel Gap?
The NHL has invested in scheduling software since the late 1990s, but geography remains the unyielding boss. Eastern teams benefit from a dense cluster of arenas, with ten clubs within 500 miles of New York. Western teams are dispersed across four time zones, and the Dallas–Winnipeg division alignment forces central teams to zigzag across the continent.
Emerging solutions focus on mitigating rather than eliminating the gap. Charter flight amenities have improved: several teams now lease wide-body aircraft with lie-flat seats, cryochambers, and customized meal plans to aid in-flight recovery. The Vancouver Canucks, facing 14 road trips, have piloted a wearable sleep-tracking program that adjusts practice times based on players’ circadian data. Minnesota’s TRIA orthopaedic center developed an AI tool that predicts injury risk based on travel load and biomechanics, alerting coaches when a player’s workload crosses a threshold.
Scheduling algorithms themselves are getting smarter. Researchers at the University of Toronto recently published a machine-learning model that reduces cumulative travel distance by 4–6% while maintaining broadcast and arena constraints. The NHL’s hockey operations department has reportedly explored similar models, though any change would require approval from the Board of Governors.
“Realignment is the nuclear option,” said a sports analytics consultant who has advised three NHL clubs. “You could put Chicago in the East and Columbus in the West, but that disrupts rivalries and TV deals. The league is nibbling at the edges—clustering road trips, mandating rest days after extreme travel—but the fundamental imbalance won’t change until the map does.”
The Fan Angle: Data-Rich Storytelling
For fans on Windows devices, the travel narrative adds a layer of armchair analysis. The Bookies.com dataset, published as an interactive Tableau dashboard, allows users to filter by team, trip length, and time zone crossings. Early power users have already begun exporting the figures into Excel and Power BI to construct custom visualizations—a trend that mirrors the rise of sports analytics communities on Reddit and Discord.
“I downloaded the CSV and built a heat map in five minutes,” said a Reddit user commenting on the data. “It’s wild to see how the Central Division gets hammered year after year. The Jets basically live on a plane.” The accessibility of the data, combined with the NHL’s open API for real-time stats, has turned casual observers into amateur data journalists.
Fantasy hockey platforms are also integrating travel load as a predictor variable. DraftKings and FanDuel have explored adding “rest advantage” metrics to daily fantasy lineups, and the 2025-26 travel data could sharpen those algorithms. The interplay between travel science and consumer tech may soon influence how fans pick their players.
Looking Ahead: A Season Defined by Its Schedules
As the 2025-26 season opens on October 7 with the Panthers hosting the Blackhawks, the travel ledger will silently shape outcomes. The Stars and Sharks will fight weariness as much as opponents. The Islanders will conserve energy for late-season pushes. The Predators will test the limits of time-zone hopping in their quest for a playoff spot.
Commissioner Gary Bettman has acknowledged the issue without promising fixes. “We’re constantly reviewing the schedule to make it as fair as possible, but you can’t move Denver to the East Coast,” he said in a February press conference. The league’s technical committee is slated to present a travel optimization report at the December Board of Governors meeting, with a potential vote on schedule changes for 2027-28.
In the meantime, teams that master the science of recovery—through sleep pods, nutrition, and AI-driven workload management—will hold a competitive advantage. The 2025-26 season may be remembered not just for on-ice heroics, but for who survived the journey.