Oilers vs Stars Prediction — AI Finds CAN'T MISS NHL Lines & Props (May 23)

Updated: 2025-05-21T03:31:50.923562ZBy Remi at Leans.AI — AI picks for ATS, ML, OU & props

On May 23, 2025, the Edmonton Oilers and Dallas Stars will clash in Game 2 of the NHL Western Conference Finals at the American Airlines Center in Dallas. The Stars hold a 1–0 series lead after a 3–2 victory in Game 1, where Tyler Seguin scored both of Dallas’s goals.

Get key insights, betting trends, and AI-powered predictions to help incorporate into your betting strategies.

AI Sports Betting Algorithm Remi

GAME INFO

Date: May 23, 2025

Start Time: 8:00 PM EST​

Venue: American Airlines Center​

Stars Record: (50-26)

Oilers Record: (48-29)

OPENING ODDS

EDM Moneyline: -101

DAL Moneyline: -119

EDM Spread: +1.5

DAL Spread: -1.5

Over/Under: 6.5

EDM
Betting Trends

  • The Edmonton Oilers have a 5–5 record against the puck line in their last 10 games.

DAL
Betting Trends

  • The Dallas Stars are 4–6 against the puck line in their last 10 games.

MATCHUP TRENDS

  • In Game 1, the Stars covered the puck line with a 3–2 win as -137 favorites.

EDM vs. DAL
Best Prop Bet

  • Remi's searched hard and found the best prop for this matchup: D. Nurse over 1.5 Shots on Goal.

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Edmonton vs Dallas Prediction & Odds:
Free NHL Betting Insights for 5/23/25

Game 2 of the Western Conference Finals between the Edmonton Oilers and Dallas Stars on May 23, 2025, at American Airlines Center is a high-stakes contest that could shape the direction of the series after the Stars opened with a narrow 3–2 win in Game 1, showcasing their ability to manage pressure, slow down elite scorers, and convert opportunities into results despite being outgunned on paper. The Oilers, headlined by Connor McDavid and Leon Draisaitl, were held to just two goals in the opener—a surprising outcome given their recent offensive explosion where they had been averaging four goals per game over the previous nine postseason outings. Dallas executed a near-perfect defensive game plan by collapsing on McDavid in transition, forcing the puck wide, and limiting high-danger chances in the slot, while goaltender Jake Oettinger continued his playoff excellence with a composed and efficient performance, turning away 31 of 33 shots and giving the Stars the goaltending edge over an inconsistent Stuart Skinner. Skinner’s form remains a major storyline, especially with backup Calvin Pickard unavailable, meaning Edmonton will ride or die with Skinner despite his uneven playoff record that has ranged from lights-out to leaky in recent series. Dallas’s Game 1 victory was fueled by two timely goals from Tyler Seguin, a veteran playoff performer who stepped up in the absence of consistent scoring from stars like Roope Hintz and Jason Robertson, and if the Stars can continue getting contributions from secondary scorers while keeping Edmonton’s power play in check, they’ll have a clear path to controlling this series.

Special teams will remain a key battleground—Edmonton thrives on the man advantage with some of the league’s best puck movement and zone entries, but Dallas kept their discipline in Game 1, taking only two penalties and successfully killing both, denying the Oilers their usual game-breaking momentum swings. From a betting perspective, the Stars covered the puck line in Game 1 as -137 favorites and now hold a slight psychological edge, while the Oilers will need to regroup, adjust their offensive strategies to get more traffic in front of Oettinger, and tighten their neutral zone play to prevent odd-man rushes that cost them dearly in Game 1. Edmonton’s recent record of 5–5 ATS in their last 10 games shows how volatile their results have been, while Dallas, at 4–6 ATS, hasn’t been dominant but finds ways to win close games, a hallmark of playoff resilience. The total went under in Game 1, and if the Stars continue dictating tempo and avoiding unnecessary penalties, Game 2 may follow a similar script unless the Oilers break through early and force Dallas into a track meet. With the crowd behind them and a chance to take a 2–0 series lead back to Edmonton, the Stars will look to replicate their defensive intensity, while the Oilers face an urgent need to reclaim their offensive rhythm, protect their net better, and show they can win a grinding, physical playoff game on the road—something they’ve yet to do consistently this postseason.

Edmonton Oilers NHL Preview

The Edmonton Oilers enter Game 2 of the Western Conference Finals trailing 0–1 after a 3–2 loss to the Dallas Stars that exposed vulnerabilities in both their defensive structure and goaltending reliability, despite having two of the game’s most explosive offensive players in Connor McDavid and Leon Draisaitl. Edmonton’s high-octane offense, which had averaged four goals per game over their previous nine playoff outings, was stymied by Dallas’s disciplined defensive schemes and the sharp goaltending of Jake Oettinger, forcing the Oilers into uncomfortable perimeter shooting while limiting high-danger scoring opportunities. While McDavid and Draisaitl combined for several dynamic shifts, the supporting cast struggled to convert chances or generate sustained pressure in the offensive zone, revealing once again the team’s dependence on its top line for scoring production. More concerning was the performance of goaltender Stuart Skinner, who continues to be a wildcard in net—solid at times but inconsistent under sustained pressure—and with backup Calvin Pickard sidelined, the Oilers have little choice but to stick with Skinner and hope he can rebound quickly under playoff heat.

Edmonton’s blue line had trouble clearing pucks and controlling the crease, allowing Tyler Seguin to find prime scoring areas and cash in twice, and that lack of physicality around their net is something head coach Kris Knoblauch will surely address ahead of Game 2. Special teams, a hallmark strength of this Oilers squad, were largely a non-factor in Game 1 due to a low-penalty environment, but they’ll need to generate more power-play opportunities if they hope to swing momentum in their favor—something they’ve done consistently in earlier rounds by drawing penalties with speed and puck possession. The Oilers must also find ways to quicken their breakouts and avoid being pinned in their own end by Dallas’s aggressive forecheck, which limited their ability to play at their preferred uptempo pace. With the Stars now owning home-ice advantage and the confidence of a 1–0 lead, Game 2 becomes a near must-win for Edmonton if they want to avoid heading back to Rogers Place in a daunting 0–2 hole. Edmonton has responded well to adversity before, showing flashes of defensive responsibility and secondary scoring when pushed, but they must tighten up their neutral zone play, be smarter with puck management, and get more out of players like Ryan Nugent-Hopkins and Zach Hyman to help tilt the ice in their favor. While the Oilers are 5–5 against the puck line in their last 10 games, their greatest asset remains their ability to turn games around in minutes when their stars click, and that explosiveness will need to be on full display if they are to even the series and reset the narrative before it slips too far in Dallas’s favor.

On May 23, 2025, the Edmonton Oilers and Dallas Stars will clash in Game 2 of the NHL Western Conference Finals at the American Airlines Center in Dallas. The Stars hold a 1–0 series lead after a 3–2 victory in Game 1, where Tyler Seguin scored both of Dallas’s goals. Edmonton vs Dallas AI Prediction: Free NHL Betting Insights for May 23. Credit USA TODAY/IMAGN

Credit: USA TODAY/IMAGN

Dallas Stars NHL Preview

The Dallas Stars enter Game 2 of the Western Conference Finals against the Edmonton Oilers with a 1–0 series lead and a chance to take full control of the matchup after an efficient and disciplined 3–2 win in Game 1, which showcased their defensive structure, goaltending reliability, and depth scoring—three pillars that have carried them through a grueling playoff run. Led by veteran forward Tyler Seguin, who scored both goals for Dallas and demonstrated his value as a playoff performer once again, the Stars executed a patient and physical game plan that frustrated Edmonton’s top-heavy offense and limited their high-danger chances by clogging the middle of the ice and keeping most of Connor McDavid and Leon Draisaitl’s looks to the outside. Goaltender Jake Oettinger was a steadying force throughout the night, turning away 31 of 33 shots with excellent rebound control and poise under pressure, outdueling Stuart Skinner and proving once more that Dallas holds a clear advantage in the crease. The Stars’ blue line, anchored by Miro Heiskanen and Esa Lindell, excelled in limiting second-chance opportunities and winning puck battles, helping their penalty kill neutralize Edmonton’s elite power play and keeping the game mostly at even strength, where Dallas thrives due to their balanced attack and forechecking depth.

The addition of Mikko Rantanen has strengthened their top six and added another scoring option beyond Jason Robertson and Roope Hintz, and with Seguin finding his playoff gear, the Stars now boast a forward group that can match up with and outlast even the most offensively dangerous teams in the league. Head coach Pete DeBoer has this team playing with discipline, rarely overcommitting in transition and always prepared to turn defense into scoring opportunities with smart outlet passing and quick zone exits, a style that fits their personnel perfectly and has made them difficult to beat at home. Despite a 4–6 record against the puck line over their last 10 games, Dallas has consistently won close games, leaning on late-game execution, composure, and excellent special teams play to seal victories—traits that matter even more at this stage of the postseason. Game 2 will be about maintaining that composure, especially early, as the Oilers are likely to come out with added urgency and intensity, but the Stars’ ability to weather storms and turn the tide with one timely shift makes them a dangerous team in tight games. With home-ice advantage, a raucous crowd behind them, and a blueprint that worked nearly perfectly in Game 1, the Stars are in prime position to extend their lead and push Edmonton into a desperate situation heading back to Alberta. If Oettinger remains sharp, the defense continues to limit Edmonton’s top scorers, and the secondary lines chip in, Dallas could very well head to Game 3 with a commanding 2–0 series edge and a firm grip on the Western Conference crown.

Edmonton vs. Dallas Prop Picks (AI)

AI algorithm Remi is pouring through mountains of datapoints on each line. In fact, anytime the Oilers and Stars play there’s always several intriguing observations to key in on. Not to mention games played at American Airlines Center in May almost always follow normal, predictable patterns.
Remi's searched hard and found the best prop for this matchup: D. Nurse over 1.5 Shots on Goal.

Edmonton vs. Dallas Prediction (AI)

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Remi, our AI sports genius, has been pouring over mountains of data from every facet between the Oilers and Stars and using recursive machine learning and industry leading AI to crunch the data to a single cover probability.

Interestingly enough, the data has been most focused on the trending weight knucklehead sportsbettors often put on Edmonton’s strength factors between a Oilers team going up against a possibly healthy Stars team. We’ve found the true game analytics might reflect a slight lean against one Vegas line specifically.

Unlock this in-depth AI prediction and all of our NHL AI picks for FREE now.

Below is our current AI Edmonton vs Dallas picks, computer picks Oilers vs Stars, best bets, model edges, confidence ratings.

DATE GAME LEAN %WIN UNITS LEVEL
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These picks update as information changes—injury reports, weather, and market movement. Each line shows our model’s fair price, the edge versus the market, and a unit confidence rating (1–10). Odds and availability vary by sportsbook and time. Edges are computed against the listed price; value may change after line moves. Always shop for the best number. See the full NHL schedule

Oilers Betting Trends

The Edmonton Oilers have a 5–5 record against the puck line in their last 10 games.

Stars Betting Trends

The Dallas Stars are 4–6 against the puck line in their last 10 games.

Oilers vs. Stars Matchup Trends

In Game 1, the Stars covered the puck line with a 3–2 win as -137 favorites.

Edmonton vs. Dallas Game Info

Edmonton vs Dallas starts on May 23, 2025 at 8:00 PM EST.

Venue: American Airlines Center.

Spread: Dallas -1.5
Moneyline: Edmonton -101, Dallas -119
Over/Under: 6.5

Edmonton: (48-29)  |  Dallas: (50-26)

Remi's searched hard and found the best prop for this matchup: D. Nurse over 1.5 Shots on Goal.. Prices move—always shop for the best number.

In Game 1, the Stars covered the puck line with a 3–2 win as -137 favorites.

EDM trend: The Edmonton Oilers have a 5–5 record against the puck line in their last 10 games.

DAL trend: The Dallas Stars are 4–6 against the puck line in their last 10 games.

See our latest NHL picks and odds pages for 2025 to compare prices before you bet.

Edmonton vs. Dallas Odds

Remi is pouring through mountains of stats on each player. In fact, anytime the Edmonton vs Dallas trends are analyzed, there’s always several intriguing angles to key in on. Not to mention games played at extreme travel distance can often follow normal, predictable betting trends.

Edmonton vs Dallas Opening Odds

EDM Moneyline: -101
DAL Moneyline: -119
EDM Spread: +1.5
DAL Spread: -1.5
Over/Under: 6.5

Edmonton vs Dallas Live Odds

Games PTS ML SPR O/U
In Progress
Anaheim Ducks
Las Vegas Golden Knights
In Progress
Ducks
Golden Knights
3
1
-250
 
-1.5 (+154)
 
O 7.5 (+150)
U 7.5 (-200)
In Progress
Colorado Avalanche
Edmonton Oilers
In Progress
Avalanche
Oilers
6
1
-10000
+3300
-5.5 (+165)
+5.5 (-220)
O 8.5 (-155)
U 8.5 (+115)
In Progress
Florida Panthers
San Jose Sharks
In Progress
Panthers
Sharks
1
2
+165
-220
+1.5 (-225)
-1.5 (+170)
O 5.5 (+150)
U 5.5 (-200)
In Progress
Columbus Blue Jackets
Vancouver Canucks
In Progress
Blue Jackets
Canucks
2
2
-115
-115
+1.5 (-600)
-1.5 (+375)
O 6 (-135)
U 6 (+105)
Nov 9, 2025 1:10PM EST
Chicago Blackhawks
Detroit Red Wings
11/9/25 1:10PM
Blackhawks
Red Wings
+155
-180
+1.5 (-168)
-1.5 (+142)
O 6 (-112)
U 6 (-108)
Nov 9, 2025 2:10PM EST
Los Angeles Kings
Pittsburgh Penguins
11/9/25 2:10PM
Kings
Penguins
-155
+133
-1.5 (+165)
+1.5 (-195)
O 6 (-110)
U 6 (-110)
Nov 9, 2025 7:10PM EST
Seattle Kraken
Dallas Stars
11/9/25 7:10PM
Kraken
Stars
+195
-235
+1.5 (-133)
-1.5 (+112)
O 6 (-117)
U 6 (-103)
Nov 9, 2025 7:10PM EST
Carolina Hurricanes
Toronto Maple Leafs
11/9/25 7:10PM
Hurricanes
Maple Leafs
-130
+110
-1.5 (+190)
+1.5 (-230)
O 6.5 (-105)
U 6.5 (-115)
Nov 9, 2025 8:10PM EST
Calgary Flames
Minnesota Wild
11/9/25 8:10PM
Flames
Wild
+140
-165
+1.5 (-177)
-1.5 (+153)
O 6 (-112)
U 6 (-108)
Nov 9, 2025 10:10PM EST
Colorado Avalanche
Vancouver Canucks
11/9/25 10:10PM
Avalanche
Canucks
-170
+145
-1.5 (+142)
+1.5 (-167)
O 6.5 (+105)
U 6.5 (-125)
Nov 9, 2025 10:10PM EST
Winnipeg Jets
Anaheim Ducks
11/9/25 10:10PM
Jets
Ducks
-135
+115
-1.5 (+173)
+1.5 (-205)
O 5.5 (-135)
U 5.5 (+115)

NHL Past Picks

Remi—our in-house AI—prices every game and prop using multi-season priors, tempo/efficiency, injury/usage signals, and market movement.
We publish fair prices, recommended “buy-to” numbers, and confidence so you can bet prices, not teams.

This preview covers Edmonton Oilers vs. Dallas Stars on May 23, 2025 at American Airlines Center.
Odds shown reflect widely available numbers and may update closer to kickoff.

Want more? Check live edges, player props, and line moves on our NHL odds pages, and compare prices before you place a bet.

    LEAN     %WIN     UNITS RESULT
PIT@TOR OVER 6.5 53.5% 3 WIN
VAN@NSH OVER 5.5 53.9% 3 WIN
NJ@ANA ANA +110 44.8% 1 WIN
DET@ANA DET -100 51.5% 3 LOSS
NYI@CAR UNDER 6.5 54.1% 4 LOSS
WPG@MIN WPG -115 56.4% 4 WIN
NYI@BOS UNDER 6.5 55.0% 3 LOSS
MIN@NYR OVER 5.5 54.2% 3 LOSS
ANA@CHI ANA -125 56.9% 3 LOSS
MIN@WAS WAS -120 56.2% 3 WIN
WPG@PHI WPG -132 56.7% 3 WIN
NYR@TOR TOR -133 58.6% 4 WIN
CGY@UTA OVER 6 53.8% 3 LOSS
OTT@BUF OTT -108 53.1% 3 LOSS
FLA@DET AARON EKBLAD OVER 0.5 POINTS 54.0% 4 LOSS
LA@MIN LA -110 56.0% 5 LOSS
STL@VAN VAN -121 54.6% 4 LOSS
BUF@BOS BOS -114 54.9% 3 WIN
ANA@SEA SEA -125 54.2% 3 WIN
ANA@SEA TROY TERRY OVER 0.5 POINTS 53.3% 3 LOSS
BOS@WAS ALEX OVECHKIN TO SCORE A GOAL 41.4% 2 LOSS
FLA@EDM MATTHEW TKACHUK OVER 0.5 ASSTS 53.70% 3 WIN
FLA@EDM RYAN NUGENT-HOPKINS OVER 1.5 SHOTS ON GOAL 54.50% 4 LOSS
EDM@FLA ALEKSANDER BARKOV UNDER 11.5 FACEOFFS WON 53.00% 3 LOSS
EDM@FLA ALEKSANDER BARKOV UNDER 20.5 MINUTES ON THE ICE 54.00% 4 LOSS
EDM@DAL DAL -110 53.80% 3 LOSS
EDM@DAL DAL -125 56.70% 3 WIN
TOR@FLA MAX PACIORETTY UNDER 1.5 SHOTS ON GOAL 55.60% 5 LOSS
TOR@FLA WILLIAM NYLANDER UNDER 2.5 SHOTS ON GOAL 54.90% 4 LOSS
CAR@WAS WAS +140 47.70% 3 WIN
WPG@STL STL -110 54.80% 4 WIN
WPG@STL UNDER 5.5 55.70% 4 LOSS
CGY@LA MACKENZIE WEEGAR OVER 2.5 BLOCKS 53.10% 3 WIN
TB@NYR TB +110 49.80% 3 LOSS
SJ@VAN ALEXANDER GEORGIEV UNDER 24.5 SAVES 54.50% 4 LOSS
BUF@TB OVER 6.5 53.90% 3 WIN
NYI@PHI PHI -110 54.00% 3 WIN
LV@EDM RYAN NUGENT-HOPKINS OVER 1.5 SHOTS ON GOAL 53.00% 3 WIN
EDM@ANA OVER 6 54.20% 3 LOSS
CAR@BOS OVER 5.5 54.00% 3 WIN
NYR@NJ NJ -125 57.30% 4 WIN
COL@CLB OVER 6.5 53.80% 3 WIN
LA@UTA LA -125 54.70% 3 WIN
WPG@LV LV -120 54.80% 3 LOSS
MIN@NJ UNDER 5.5 53.80% 3 WIN
NSH@PHI PHI -120 55.00% 3 WIN
OTT@BUF OVER 6 54.00% 3 LOSS
CHI@SJ CHI +105 51.60% 3 LOSS
WAS@LA WAS +105 51.20% 3 LOSS
TB@CAR CAR -130 56.40% 3 WIN
NSH@BOS BOS -125 55.20% 3 LOSS