Stars vs Mammoth Prediction — AI Finds CAN'T MISS NHL Lines & Props (Jan 31)

Updated: 2026-01-29T03:31:50.923562ZBy Remi at Leans.AI — AI picks for ATS, ML, OU & props

The Dallas Stars (31–14–9) head to the Delta Center to face the Utah Mammoth (28–22–4) on January 31, 2026 in a pivotal Central Division contest that could shake up the playoff picture. Dallas comes in off a gritty 5–4 shootout win over Vegas, while Utah — buoyed by a strong home record — aims to even the season series after its 2–1 win earlier in Salt Lake City.

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

AI Sports Betting Algorithm Remi

GAME INFO

Date: Jan 31, 2026

Start Time: 10:00 PM EST​

Venue: Delta Center​

Mammoth Record: (28-22)

Stars Record: (31-14)

OPENING ODDS

DAL Moneyline: -106

UTA Moneyline: -114

DAL Spread: +1.5

UTA Spread: -1.5

Over/Under: 5.5

DAL
Betting Trends

  • Over the past 30 days, Dallas has struggled on the road when looking strictly at ATS win rate, posting a 2–6 record away from home that has created value for bettors backing the Mammoth at home.

UTA
Betting Trends

  • Utah has been strong against the spread as a home favorite recently, going 5–1 ATS when favored at Delta Center over its last several home dates, a trend indicating they often perform better than expectations in front of their fans.

MATCHUP TRENDS

  • Both teams have been involved in many higher‑scoring games this season: combined they’ve exceeded the 5.5 goal total in a large number of contests, with Mammoth games hitting OVER frequently and Stars games also trending to higher combined scoring.

DAL vs. UTA
Best Prop Bet

  • Remi's searched hard and found the best prop for this matchup: T. Harley over 1.5 Shots on Goal.

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Dallas vs Utah Prediction & Odds:
Free NHL Betting Insights for 1/31/26

When the Dallas Stars meet the Utah Mammoth on January 31, 2026, it’s a clash of two competitive Central Division clubs with slightly different recent trends. Dallas sits at 31–14–9 and has been one of the stronger teams in the league, attacking with balance and scoring depth. The Stars rank eighth in total scoring this season, averaging roughly 3.3 goals per game, and have balanced production from Jason Robertson, Mikko Rantanen, Wyatt Johnston, and Matt Duchene. Their recent 5–4 shootout win over the Vegas Golden Knights highlighted their ability to find goals in bunches and adapt late in games — Dallas rallied after giving up a third‑period lead, and Jason Robertson and Mavrik Bourque figured prominently in the scoring. Despite that success, Dallas has encountered struggles on the road of late, going 2–6 in ATS matchups away from home over the past month, showing that even a strong team can be vulnerable when forced to adjust to opposing systems. Utah, at 28–22–4, has been solid in Salt Lake City, posting a 15–7–2 home record and outperforming expectations as a home favorite with a 5–1 ATS mark.

The Mammoth thrive when scoring at least three goals — sporting a 26–8–0 record in those games — and that offensive efficiency makes them particularly dangerous against teams prone to giving up shots in transition. Utah’s Dylan Guenther (23 goals, 22 assists) leads a balanced attack bolstered by Nick Schmaltz’s timely scoring, and their ability to generate offense has kept them competitive in Central Division play. This is the third meeting this season between these rivals — Utah claimed the second contest 2–1, and Dallas won the first 4–3, illustrating how tight this rivalry has been. Special teams, puck possession battles, and goaltending will be pivotal; if Utah can control the neutral zone and get offense from its depth lines, they’ll challenge Dallas’s road momentum. Meanwhile, the Stars will look to impose their puck movement and scoring balance to tilt the ice and avoid falling behind early. With both offenses capable of surpassing the 5.5‑goal total and defensive breakdowns possible, this game could unfold as a high‑tempo, back‑and‑forth battle with playoff implications on the line.

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Dallas Stars NHL Preview

The Dallas Stars come into this matchup as one of the NHL’s most formidable teams on paper, boasting a 31–14–9 record and ranking among the league’s top scoring clubs with an average of 3.3 goals per game. Dallas’s success this season has been driven by balanced offensive production: Jason Robertson leads with 30 goals and 33 assists, while Mikko Rantanen, Wyatt Johnston, and Matt Duchene consistently generate scoring chances and complement the team’s depth. The Stars’ ability to find the back of the net shows up in recent games, including a thrilling 5–4 shootout victory over the Vegas Golden Knights where Mavrik Bourque scored twice and Dallas held on through late adversity. Despite that strength, their recent form on the road has been mixed; over the past 30 days Dallas is just 2–6 ATS away from home, suggesting that even with a potent offense they’ve faced challenges covering expectations in hostile environments. That vulnerability has shown up against disciplined defenders and in tight games where execution on special teams and neutral zone transitions become paramount. When Dallas controls possession and forces turnovers, they generate high danger chances that can quickly tilt a game, but against teams like Utah who excel when they score multiple goals, the Stars need to stay disciplined defensively to avoid giving up momentum.

Special teams will be another key factor — Dallas’s power play has been effective at times, while their penalty kill must minimize opposition scoring chances when shorthanded. Goaltending support has also been a cornerstone of Dallas’s success, with solid performances that keep them competitive even when they yield a lot of shots. The Stars’ head coach will emphasize crisp puck movement, winning battles along the boards, and sustaining pressure in the offensive zone in order to quiet the home crowd and seize the early advantage. If Dallas can generate early scoring and limit Utah’s transition opportunities, they can take control of this Central Division matchup and finish strong on the road. However, execution in tight moments — particularly on special teams and in defensive zone coverage — will likely determine whether they continue their winning ways or drop a key divisional contest.

The Dallas Stars (31–14–9) head to the Delta Center to face the Utah Mammoth (28–22–4) on January 31, 2026 in a pivotal Central Division contest that could shake up the playoff picture. Dallas comes in off a gritty 5–4 shootout win over Vegas, while Utah — buoyed by a strong home record — aims to even the season series after its 2–1 win earlier in Salt Lake City. Dallas vs Utah AI Prediction: Free NHL Betting Insights for Jan 31. Credit USA TODAY/IMAGN

Credit: USA TODAY/IMAGN

Utah Mammoth NHL Preview

The Utah Mammoth enter this January 31 showdown against the Dallas Stars with real confidence at home and an opportunity to make a meaningful Central Division statement. Utah’s 28–22–4 record features an impressive 15–7–2 mark at the Delta Center, where the Mammoth have played with more structure, consistent pressure, and a real ability to generate quality offense. The Mammoth excel when they reach at least three goals in a game — boasting a 26–8–0 record when doing so — a testament to how critical scoring balance and opportunistic offensive bursts have been for their success. Dylan Guenther has been a standout catalyst with his scoring prowess, tallying 23 goals and 22 assists, while Nick Schmaltz has provided key contributions recently as part of a group that’s learned to sustain pace against strong opponents. Utah’s recent home ATS performance as a favorite (5–1) indicates that this squad often surpasses expectations when expected to win, and that trend reflects not only goaltending support but structured defensive play that limits opponents’ quality chances.

In Central Division matchups, the Mammoth have responded well under pressure, compiling a solid 9–6–0 divisional mark. Their ability to control the neutral zone, generate rebounds, and convert in transition makes them particularly effective at home where familiarity with the ice surface and crowd energy gives them an edge. Special teams will also be crucial; Utah’s power play has generated pressure and the penalty kill has kept games close when needed. When the Mammoth sustain puck movement and limit giveaways — particularly against a Stars team that can transition quickly — they can tilt the ice and frustrate road opponents. Utah’s coaching staff will emphasize disciplined gap control, sustained offensive zone time, and protecting leads as they seek to close out a significant home victory. If they can continue to leverage depth scoring and maintain consistent goaltending, the Mammoth have every opportunity to take control of this Central Division rivalry and give their fans something to cheer about in a tightly contested contest.

Dallas vs Utah Prop Picks (AI)

Remi is pouring through loads of stats on each line. In fact, anytime the Stars and Mammoth play there’s always several intriguing angles to key in on. Not to mention games played at Delta Center in Jan almost always follow normal, predictable betting trends.

Remi's searched hard and found the best prop for this matchup: T. Harley over 1.5 Shots on Goal.

Dallas vs Utah Prediction (AI)

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Remi, our AI sports genius, has been pouring over exorbitant amounts of data from every facet between the Stars and Mammoth and using recursive machine learning and kick-ass AI to examine the data to a single cover probability.

Interestingly enough, the data has been most focused on the linear correlation of factor human bettors often put on Dallas’s strength factors between a Stars team going up against a possibly tired Mammoth team. We’ve found the true game analytics appear to reflect a moderate lean against one Vegas line specifically.

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

DATE GAME LEAN %WIN UNITS LEVEL
NHL 3/12 EDM@DAL UNLOCK THIS PICK 1 INTEL Locked INTEL

These picks update as information changes—injury reports, 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.

Dallas Betting Trends

Over the past 30 days, Dallas has struggled on the road when looking strictly at ATS win rate, posting a 2–6 record away from home that has created value for bettors backing the Mammoth at home.

Utah Betting Trends

Utah has been strong against the spread as a home favorite recently, going 5–1 ATS when favored at Delta Center over its last several home dates, a trend indicating they often perform better than expectations in front of their fans.

Stars vs. Mammoth Matchup Trends

Both teams have been involved in many higher‑scoring games this season: combined they’ve exceeded the 5.5 goal total in a large number of contests, with Mammoth games hitting OVER frequently and Stars games also trending to higher combined scoring.

Dallas vs. Utah Game Info

January 31, 2026 • 10:00 PM EST • Delta Center

Dallas vs. Utah Odds

Remi is pouring through tons of data points on each line. In fact, anytime the Dallas vs Utah trends are analyzed, there’s always several intriguing trends to key in on. Not to mention games played at extreme travel distance almost always follow normal, predictable patterns.

Dallas vs Utah

Dallas vs Utah Live Odds

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3/13/26 7:10PM
Kings
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+125
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+1.5 (-220)
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O 5.5 (-115)
U 5.5 (-101)
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-140
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+1.5 (-185)
O 6.5 (-118)
U 6.5 (+102)

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 Dallas Stars vs. Utah Mammoth on January 31, 2026 at Delta 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
FLA@NYI NYI +127 48.9% 1 WIN
WPG@NJ WPG +110 49.3% 1 WIN
NJ@SEA NJ -120 54.9% 2 WIN
FLA@CHI OVER 5.5 57.1% 3 WIN
NJ@EDM NJ +151 44.0% 1 WIN
CLB@PIT PIT -120 54.7% 3 LOSS
MIN@BUF BUF -120 55.6% 4 LOSS
ANA@LA ANA +128 47.6% 1 WIN
NSH@COL UNDER 6.5 53.8% 3 LOSS
CGY@CHI CHI -118 54.8% 3 LOSS
EDM@NSH NSH +115 51.0% 1 WIN
DAL@ANA DAL -116 54.0% 3 LOSS
FLA@BUF BUF -115 55.8% 4 LOSS
NJ@WPG WPG -122 55.5% 4 WIN
SEA@CGY SEA +137 46.5% 1 WIN
NSH@CGY CGY -118 57.5% 4 LOSS
BUF@CLB BUF -108 59.7% 4 LOSS
WPG@TOR TOR -133 58.8% 4 WIN
MIN@SJ SJ +150 47.4% 1 WIN
WAS@FLA FLA -118 56.6% 3 WIN
MIN@WPG MIN -113 55.1% 4 WIN
PHI@CHI PHI -125 56.1% 4 WIN
DAL@DET DAL -125 58.0% 6 LOSS
ANA@CLB ZACH WERENSKI OVER 1.5 BLOCKS 54.4% 4 LOSS
NSH@STL NSH -105 53.3% 3 WIN
OTT@WPG OVER 5.5 54.0% 3 LOSS
TB@NYI TB -130 60.9% 6 LOSS
LV@NYI NYI +120 46.1% 1 WIN
BUF@CGY OVER 5.5 52.2% 1 WIN
MIN@CGY MIN -115 56.5% 6 LOSS
PIT@TB UNDER 6.5 54.8% 3 LOSS
TOR@FLA OVER 6 53.8% 3 PUSH
MON@LV OVER 6 54.4% 4 LOSS
PHI@FLA SAM BENNETT UNDER 2.5 SHOTS ON GOAL 54.1% 4 LOSS
BOS@NYI MATHEW BARZAL OVER 0.5 ASSTS 54.4% 4 LOSS
CLB@WAS OVER 6.5 54.2% 3 LOSS
CLB@DET DET -135 67.0% 6 WIN
STL@PHI UNDER 5.5 54.6% 4 WIN
CAR@MIN OVER 6 56.4% 4 WIN
PHI@STL JORDAN BINNINGTON UNDER 22.5 SAVES 54.4% 4 LOSS
CLB@SEA CLB +110 44.6% 1 WIN
MIN@NYI MATHEW BARZAL OVER 0.5 PTS 56.6% 6 WIN
PHI@NSH NSH -122 55.7% 3 LOSS
SJ@SEA JORDAN EBERLE OVER 0.5 ASSTS 53.3% 3 LOSS
CAR@NYR OVER 5.5 53.5% 3 LOSS
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