Rangers vs Penguins Prediction, Odds & Best Bets Today – NHL, Jan 31

Pittsburgh Penguins head coach Dan Muse gives instructions during the overtime period of an NHL hockey game against the Anaheim Ducks in Pittsburgh, Tuesday, Dec. 9, 2025.
(AP Photo/Gene J. Puskar)
NHL OddsLive Betting
  • The Penguins are a -1.5 goal favorite vs. the Rangers
  • Rangers vs. Penguins Total (Over/Under): 6 goals
  • TV Channel: ABC | TVA | RSN | RSN1

The New York Rangers (22-27) visit PPG Paints Arena to take on the Pittsburgh Penguins (27-14) on Jan. 31 in Pittsburgh, PA. The puck drop is scheduled for 3:30 pm.

The Penguins are betting favorites in this NHL hockey matchup, with the puck line sitting at -1.5 (+120).

The Rangers vs. Penguins Over/Under is 6 total goals.

Rangers vs. Penguins Odds, Spread, Over/Under:

Spread (Puck line)Total (O/U)Moneyline
Rangers+1.5 -1456 +100+165
Penguins-1.5 +1206 -120-120

Rangers vs Penguins Prediction:

The winning team model predicts the Penguins will win this game with 85.4% confidence, based on game simulations, offensive and defensive matchups, and recent game results.

Rangers vs Penguins Spread Prediction:

Based on recent against-the-spread trends, the model predicts the Rangers will cover the spread with 66.6% confidence.

This prediction against the spread factors in ATS performance for both teams, opening and current betting lines, plus public and sharp money already wagered on this matchup.


NHL Odds at the BetMGM Sportsbook


  • The New York Rangers have hit the 1P Game Total Over in their last 9 away games (+9.15 Units / 79% ROI)
  • The New York Rangers have hit the 2P Game Total Over in 9 of their last 12 games (+8.20 Units / 58% ROI)
  • The New York Rangers have hit the Game Total Over in 10 of their last 14 games (+6.70 Units / 42% ROI)
  • The New York Rangers have covered the 1P Puck Line in 17 of their last 25 away games (+5.90 Units / 13% ROI)
  • The New York Rangers have hit the 3P Game Total Under in their last 5 games (+5.20 Units / 90% ROI)
  • The Pittsburgh Penguins have covered the Puck Line in 9 of their last 13 games (+9.00 Units / 53% ROI)
  • The Pittsburgh Penguins have covered the 1P Puck Line in 7 of their last 9 games at home (+7.95 Units / 72% ROI)
  • The Pittsburgh Penguins have hit the Moneyline in 11 of their last 15 games (+7.10 Units / 38% ROI)
  • The Pittsburgh Penguins have hit the 3P Game Total Under in 9 of their last 20 games (+6.70 Units / 32% ROI)
  • The Pittsburgh Penguins have covered the 2P Puck Line in 8 of their last 12 games (+5.95 Units / 41% ROI)

Rangers Against the Spread (ATS) Record

Rangers are 27-28 against the spread this NHL season (-8.9 Units / -9.72% ROI).

  • Rangers are 22-33 when betting on the Moneyline for -16.1 Units /-24.21% ROI
  • Rangers are 23-30 when betting the Over for -9.95 Units / -16.21% ROI
  • Rangers are 30-23 when betting the Under for +5.5 Units /9.11% ROI

Penguins Against the Spread (ATS) Record

Penguins are 32-20 against the spread this NHL season (+13.55 Units /17.16% ROI).

  • Penguins are 27-25 when betting on the Moneyline for +3.4 Units / 5.66% ROI
  • Penguins are 26-24 when betting the Over for -0.2 Units / -0.35% ROI
  • Penguins are 24-26 when betting the Under for -5.05 Units / -8.7% ROI

Anytime Goal Scorer Predictions for for Penguins vs Rangers

Player Name Odds to Score a Goal
Sidney Crosby (Pit) +130
Mika Zibanejad (NYR) +160
Rickard Rakell (Pit) +180
Evgeni Malkin (Pit) +175
J.T. Miller (NYR) +220
Vincent Trocheck (NYR) +240

Points Per Game Predictions for Penguins vs Rangers

Player Name Over Under
Ben Kindel (PIT) 0.5 +140 0.5 -190
Kris Letang (PIT) 0.5 +120 0.5 -160
Thomas Novak (PIT) 0.5 +150 0.5 -200
Mika Zibanejad (NYR) 0.5 -220 0.5 +160
Will Cuylle (NYR) 0.5 +160 0.5 -220

Shots on Goal Predictions for Penguins vs Rangers

Player Name Over Under
Ben Kindel (PIT) 1.5 +100 1.5 -135
Kris Letang (PIT) 1.5 -110 1.5 -125
Thomas Novak (PIT) 1.5 +100 1.5 -135
Mika Zibanejad (NYR) 2.5 -118 2.5 -115
Will Cuylle (NYR) 1.5 -110 1.5 -125

Rangers: Keys to the Game vs. Penguins

The Rangers are 21-33 (.389) this season — 3rd lowest among NHL Teams; League Avg: .500

The Rangers are 4-16 (.200) when tied after the first period this season — lowest among NHL Teams; League Avg: .500

The Rangers are 59-75 (.440) since the start of the 2024-25 season — 6th lowest among NHL Teams; League Avg: .500

The Rangers were 31-4 (.886) when allowing 2 or fewer non-shootout goals last season — 8th best among NHL Teams; League Avg: .856

Penguins: Keys to the Game vs. Rangers

The Penguins were 33-48 (.407) last season — 5th lowest among NHL Teams; League Avg: .500

The Penguins are 97-116 (.455) since the start of the 2023-24 season — 7th lowest among NHL Teams; League Avg: .500

The Penguins are 11-25 (.306) when tied after the first period since the start of the 2024-25 season — lowest among NHL Teams; League Avg: .500

The Penguins are 59-72 (.450) since the start of the 2024-25 season — 8th lowest among NHL Teams; League Avg: .500

The Rangers scored 18 goals while shorthanded last season — most among NHL Teams

The Rangers had 0.5 points per game while shorthanded last season — best among NHL Teams; League Avg: 0.2

The Rangers primary assisted on 14 goals while shorthanded last season — most among NHL Teams

The Rangers recorded 1.3 shots per game while shorthanded last season — best among NHL Teams; League Avg: 0.8

The Penguins have 0.2 rush chances per game on the power play since the start of the 2024-25 season — tied for lowest among NHL Teams; League Avg: 0.3

The Penguins have 7.3 slot shots per game in the second period this month — best among NHL Teams; League Avg: 4.9

The Penguins have 12.0 slot shots per game in 5v5 situations this season — 2nd best among NHL Teams; League Avg: 10.1

The Penguins have 67 forecheck chances while leading this season — most among NHL Teams

The Rangers have allowed 36 forecheck chances against the power play this season — most among NHL Teams

The Rangers have allowed 11 forecheck chances against the power play this month — most among NHL Teams

The Rangers have a .683 save percentage in overtime since the start of the 2024-25 season — lowest among NHL Teams; League Avg: .815

The Rangers allowed 5 cycle chances while their opponent is shorthanded last season — tied for most among NHL Teams

The Penguins allowed opponents to score on 16% of rush chances last season — highest among NHL Teams; League Avg: 11%

The Penguins allowed opponents to score on 16% of rush chances in 5v5 situations last season — highest among NHL Teams; League Avg: 10%

The Penguins have made 1.0 saves per game while their opponent is shorthanded since the start of the 2024-25 season — best among NHL Teams; League Avg: 0.7

The Penguins have allowed 8 forecheck chances while their opponent is shorthanded since the start of the 2023-24 season — most among NHL Teams


National Hockey League Betting at BetMGM

At the BetMGM online sportsbook, NHL betting is available throughout the year.

Hockey betting lines are posted for the latest Maple Leafs Stanley Cup odds, Oilers playoffs odds, live betting, and more. 

BetMGM also has the odds for the betting favourites to win the Stanley Cup this year.

The content provided in this blog is intended for entertainment purposes only. All views and opinions expressed are the authors and reflect their individual perspectives on sports, betting, and related topics. This content should not be considered professional betting advice or the official views of BetMGM LLC. Please gamble responsibly. If you or someone you know is experiencing issues related to gambling, seek help from a licensed health professional. This blog is not liable for any losses, damages, or consequences resulting from betting activities.