The NHL in 2026 is going through a proper overhaul — expect significant shifts in structure, rules, and the overall game. Artificial intelligence has stepped onto the ice as the new head scout, sniffing out the next McDavid or Matthews way before they even hit the big league.

/wsh80 attempts to jam the puck past Samuel Ersson #33 of the Philadelphia Flyers Photo Credit – Jack.Smart@prohockeynews.com

No more old blokes freezing their backsides off in junior rinks with clipboards and thermoses. Algorithms now crunch thousands of hours of footage, track every puck touch, stride and dangle, and spit out predictions that leave human scouts gobsmacked.

How It All Started — From Experimental Tools to Must-Have Tech

The whole thing kicked off around 2020–2022 when clubs like the Toronto Maple Leafs, Edmonton Oilers and Seattle Kraken started playing with platforms from Sportlogiq and Synergy Sports. These systems could already count zone entries, high-danger chances and transition plays automatically.

By the 2024–25 season, AI scouting had hit 85% accuracy in predicting breakout players, according to NHL Analytics reports. In 2026, it’s become standard kit for most teams — especially those hunting quick fixes via trades or the upcoming draft.

Casino Processes Riding the AI Wave

Virtual casinos, including https://royalreels-australian.com/ are right in the thick of it, pulling in real-time AI scouting feeds to fine-tune lines on everything from draft position props to first-year goal totals. The Royal Reels casino ecosystem runs like a well-oiled machine:

• instant verification of bets
• live odds updates as new data drops
• fraud checks that keep things fair dinkum
• personalised recommendations based on a casino punter’s history.

For those who fancy a break from the ice, PayID pokies online offer quick spins with fast deposits straight from Aussie casino accounts. And if you’re keen on something interactive, a RoyalReels game can even let you sim draft scenarios or rookie campaigns, blending strategy with a bit of fun. This whole setup keeps casino punters engaged, boosts retention and turns raw scouting intel into dynamic, data-driven markets.

Breaking Down the Next Big Thing

Imagine a young gun tearing it up in the CHL, WHL or USHL. AI loads every shift, slices the game into tiny moments and stacks him against legends like McDavid, Crosby or Bedard at the same age.

Take a hypothetical 2026 draft darling — let’s call him Jax Riley. The system shows he’s hitting 92% pass completion in high-danger areas, with edge work that screams elite. It flags things humans might miss: how he protects the puck under pressure, his burst speed out of turns, even subtle habits like when he fakes a shot.

Teams like the Oilers or Canucks are using this data right now to decide who to target before the trade deadline.

AI Powering Trades and All-Star Picks

Midway through the 2025–26 season, AI isn’t just for the draft — it’s shaping trades and roster decisions. Models simulate line combos, predict possession shares and even estimate point totals if a prospect jumps to the big club.

It’s also creeping into All-Star selections. Advanced metrics (xG, expected goals against, transition efficiency) are starting to outweigh pure fan votes, making the process fairer and less about popularity contests.

The Business Side — AI Feeding the Betting Markets

But here’s where it gets interesting off the ice — all this pinpoint AI scouting data doesn’t stay locked in team war rooms. It flows straight into the betting world, where odds on rookies, trades and breakout seasons are getting sharper than ever.

Back on the Ice — AI Preventing Injuries and Sharpening Skills

Swinging back to the rink, AI’s doing more than just spotting talent — it’s keeping players healthy and improving drills. Biomechanical models flag stride imbalances or fatigue patterns early, cutting injury risk by up to 25% according to university studies and NHL trials.

Coaches in junior systems are loving it too. Personalised apps dish out drills tailored to each player’s weaknesses, boosting shot accuracy by 18% in controlled tests.

The Big Picture — A Smarter, Sharper NHL

As we barrel towards the 2026 playoffs, AI scouting is turning the draft and roster game from gut feel into science. It’s unearthing legends before they even sign their entry-level deals, making the league deeper, fairer and more exciting. The sweet science of hockey just got a bloody good upgrade — and the best part? The next superstar gem is probably already being hunted by a machine right now.

Auston Matthews had knee surgery on Thursday, and the Toronto Maple Leafs center has an expected recovery time of 12 weeks.

Matthews sustained a grade 3 MCL tear and quad contusion in his left leg in a knee-on-knee collision with defenseman Radko Gudas in a 6-4 win against the Anaheim Ducks at Scotiabank Arena on March 12 and the team announced two days later that he would have season-ending surgery.

The 28-year-old crumpled to the ice when he tried to sidestep the hit in the slot from Gudas, who was assessed a major penalty for kneeing and a game misconduct at 15:47 of the second period. Matthews was helped off the ice by a trainer and teammate Brandon Carlo, putting minimal weight on his left leg.

Gudas was suspended five games by the NHL Department of Player Safety.

“Obviously feel for Auston,” Toronto forward John Tavares said before a 3-2 shootout loss at the Buffalo Sabres on Saturday. “I know how hard he’s been just grinding away trying to play the game at a high level and help this team as best he can and lead the way. … Just want him to get healthy and feel good as soon as possible.”

Matthews had 53 points (27 goals, 26 assists) in 60 games this season for the Maple Leafs (29-28-12), who are 12 points behind the Detroit Red Wings and Boston Bruins for the second wild card into the Stanley Cup Playoffs from the Eastern Conference.

He had already been ruled out for the remainder of the regular season, and the 12-week timeline means Matthews likely would not be able to return barring a lengthy playoff run by Toronto.

“It’s tough to lose a guy like that for the year,” Toronto coach Craig Berube said. “Obviously we’re not happy about it; nobody’s happy about it, but we’ve got to move on and get ready to play. I mean, there’s nothing we can do about it now, right?”

Toronto’s all-time leader with 428 goals, Matthews has 780 points (352 assists) in 689 games. Selected by Toronto with the No. 1 pick in the 2016 NHL Draft, Matthews was named captain of the Maple Leafs prior to the 2024-25 season. He was also the captain for Team USA, which won the gold medal at the 2026 Winter Olympics.

This is the second season in a row Matthews will be out a significant chunk of time. He missed 15 games last season because of two separate upper-body injuries. He also missed eight games in the 2022-23 season, and nine games in the 2021-22 season. He hasn’t played 82 games in a season since his rookie season in 2016-17,.

The Hurricanes outlasted the Penguins in a third period that featured a record-tying four game-tying goals. Carolina earned the NHL’s 67th comeback win in the final five minutes of regulation, which tied the second most in an entire season in League history with 230 games still left to contest in 2025-26.
* The Stars defeated the Avalanche in a shootout to move within two points of Colorado at the top of the League standings. Overall, four contests required extra time Wednesday, bringing this season’s total to 281 – the most at this stage of a campaign (1,082 GP) in NHL history.

* Thursday’s slate is highlighted by a two-pack on ESPN+ that closes with a pivotal game in the Western Conference playoff race between the Pacific Division’s third-place Golden Knights and the Mammoth, who hold the first Wild Card position.

HURRICANES OUTLAST PENGUINS IN A THIRD PERIOD FOR THE RECORD BOOKS

In a contest that featured five game-tying goals – and four in the third period – it was the Hurricanes who outlasted the Penguins in a battle between the top two teams in the Metropolitan Division thanks to Sean Walker’s first career overtime goal. Carolina and Pittsburgh matched the most game-tying goals in the final frame in NHL history – the only other contests to feature as many: the Flyers-Rangers on March 26, 2024, Blackhawks-Blues on March 15, 1988 and Capitals-Penguins on Nov. 12, 1975.

* Wednesday marked the 19th consecutive game day the Hurricanes (43-19-6, 92 points) have ranked first in the Eastern Conference standings, which is their second-longest run in franchise history trailing only a 37-day stretch in 2005-06 en route to their first Stanley Cup. The only team to lead their conference for more consecutive game days this season is Colorado (117 from Oct. 31 to present).

* Sebastian Aho collected an assist on Walker’s overtime goal to become the third player in Hurricanes/Whalers history to record 700 points, joining Ron Francis (1,175) and Eric Staal (775). Aho (307-393—700 in 745 GP) became the fifth-fastest Finnish player to reach the milestone behind Jari Kurri (483 GP), Teemu Selanne (541 GP), Mikko Rantanen (645 GP) and Aleksander Barkov (728 GP).

STARS DEFEAT RIVAL AVALANCHE IN SHOOTOUT, MOVE WITHIN TWO POINTS OF FIRST

A showdown between the NHL’s top two teams once again needed extra time to decide a victor, with Wyatt Johnston finding the back of the net in the shootout to lift Dallas (43-15-10, 96 points) to a comeback win against Colorado (44-13-10, 98 points). The Stars are now just two points back of the League-leading Avalanche after sitting 13 points back from them on Jan. 19. The two Central Division rivals will meet one last time in what could be a pivotal contest on April 4 (3 p.m. ET on ABC).

* Dallas improved to 31-8-5 against Western Conference teams this season, which is the most wins by any club against intraconference opponents. The next closest teams are Colorado (26-4-7) and Minnesota (26-9-7).

OVECHKIN, HUTSON SCORE IN #NHLSTATS: LIVE UPDATES

Alex Ovechkin scored to move within one of becoming the second player in League history with 1,000 goals (regular season & playoffs) on the same day that Cole Hutson scored his first career goal in his NHL debut. Hutson became Ovechkin’s first teammate that was born after the Capitals captain’s NHL debut on Oct. 5, 2005 and, alongside his brother Lane, became the third set of brothers in the past 30 years to each record a point in their first career contest. Click here for more notes on both Ovechkin and Hutson in #NHLStats: Live Updates.

QUICK CLICKS

* Trevor Zegras receives tribute from Ducks during 1st game back in Anaheim
* Cole Hutson’s parents have priceless reaction to Capitals defenseman’s 1st goal
* Cole Eiserman signs 3-year, entry-level contract with Islanders
* Post-Olympic buzz fueling tight races for Stanley Cup Playoffs, Commissioner Gary Bettman says
* Bruins–Devils deliver ESPN’s most-viewed regular-season game in the new rights deal

TIGHT WEST PLAYOFF RACE AT FOREFRONT OF ESPN+ BROADCAST

Thursday’s 11-game slate includes an intriguing two-pack exclusively on ESPN+ that opens with the Blackhawks visiting the Wild in the back half of a home-and-home set that started with Minnesota’s 4-3 overtime win on Tuesday and closes with a pivotal game in the Western Conference playoff race when the Pacific Division’s third-place Golden Knights (31-23-14, 76 points) host the Mammoth (35-27-6, 76 points), who hold the first Wild Card position.

* Brothers Nick and Marcus Foligno, who became teammates for the first time at the NHL Trade Deadline, continue their efforts with the NHL, NHLPA, the V Foundation for Cancer Research and the Wild through Hockey Fights Cancer powered by the V Foundation for cancer research to raise funds for breast cancer research in honor of their late mother, Janis Foligno. Fans are encouraged to join the Foligno Face-Off by donating $17, $71, a nod to the brothers’ jersey numbers, or any amount you can give. Click here for more information.

* The Pacific Division’s third-place Golden Knights enter Thursday two points back of the division-leading Ducks (37-27-4, 78 points) as Vegas looks to climb back towards the top of a division it led as recently as March 14. The Golden Knights, who are looking to qualify for the postseason for the eighth time in the franchise’s nine-season history, are also only five points ahead of the Kings (28-24-15, 71 points), who have a game in hand and sit as the first team outside the playoff line (fourth in the Pacific Division).

* The Mammoth and the Kraken (31-27-9, 71 points), the NHL’s two newest franchises, hold the first and second Wild Card position, respectively, with the closest four teams chasing them – all within four points of the final playoff position – also in action on Thursday.

* Did You Know? The playoff line in the Western Conference has been one point or a tiebreaker every day since March 7. The “playoff line” is the difference between the lowest ranked playoff team and the first team outside the bracket.

ALSO ON TAP THURSDAY…

The rest of Thursday’s slate also features a Stanley Cup Final rematch, several clubs jockeying for postseason positioning in the Eastern Conference Wild Card race and the streaking Sabres looking to push their lead atop the Atlantic Division

* Connor McDavid (398-799—1,197 in 781 GP) can reach the 400-goal and 800-assist milestones when the Oilers face the Panthers in a rematch of the past two Stanley Cup Finals – Florida owns a 2-1-0 edge over Edmonton in the previous regular-season meetings between the clubs since their first Final in 2024. McDavid can become the fifth Oilers player with at least 400 goals and just the second with 800-plus assists.

* A pivotal Atlantic Division matchup between Original Six clubs pits Montreal (A3; 37-20-10, 84 points) against Detroit (WC2; 37-23-8, 82 points). A regulation win by the Red Wings could put them above the Canadiens in the standings and into the Atlantic Division’s top three, depending on the result of the Bruins (WC1; 37-23-8, 82 points) game against the Jets. Also in action tonight is Columbus (35-21-11, 81 points), which is riding a 10-game point streak (6-0-4) – the League’s longest active run – and is sitting one point below the playoff line.

* Did You Know? The “playoff line” in the Eastern Conference has been two points or fewer for all but four days since the Olympic break, including every day since March 9.

* The Sabres set a franchise record their last time out by extending their road point streak to 11 games (10-0-1). They’ll look to push that stretch to 12 when they visit Macklin Celebrini (60-98—158), who’s nearing 100 career assists, and the Sharks. Buffalo can become the third team this season with a road point streak of at least a dozen contests (TBL & DAL: 13 GP).

Cole Eiserman signed a three-year, entry-level contract with the New York Islanders on Wednesday. Financial terms were not disclosed.

Eiserman, a first-round pick (No. 20) by the Islanders in the 2024 NHL Draft, completed his sophomore season at Boston University with a 5-3 loss to the University of Connecticut in the Hockey East quarterfinals on Saturday.

The 19-year-old forward led BU and tied for third in Hockey East with 18 goals, and was second on the team with 28 points (10 assists) in 32 games.

Over two seasons at BU, Eiserman had 57 points (38 goals, 19 assists) in 64 games. As a freshman, he helped BU reach the national championship game at the 2025 Frozen Four, scoring the game-winner in a 3-1 win against Penn State in the semifinals.

Eiserman competed for the United States at the IIHF World Junior Championship the past two seasons, helping the U.S. win gold in 2025 with seven points (three goals, four assists) in seven games. He had three points (two goals, one assist) in five games at the 2026 tournament.

Eiserman’s BU teammate Cole Hutson, a defenseman, signed a three-year, entry-level contract with the Washington Capitals on Sunday and made his NHL debut Wednesday, scoring in a 4-1 win against the Ottawa Senators.