NHL Player Props & Best Bets for Today, January 31: McDavid Goes Wild Against Minnesota

With another Hart Trophy within reach, Connor McDavid is set to do what he does best against the Wild as he headlines our top NHL player prop picks for Saturday.

Quinn Allen - Betting Analyst at Covers.com
Quinn Allen • Betting Analyst
Jan 31, 2026 • 10:11 ET • 4 min read
Connor McDavid Edmonton Oilers NHL
Photo By - Reuters Connect. Edmonton Oilers center Connor McDavid (97) warms up before a game.

It’s a busy Saturday across the National Hockey League, with 15 games on the schedule. That means no shortage of stars in action, and I’ve done my research to find the best NHL player props.

I’ll include Leon Draisaitl, Macklin Celebrini, and Connor McDavid.

Read more in my NHL picks for Saturday, January 31.

Best NHL player prop bets today

Player Bet99
Oilers Leon Draisaitl Over 1.5 points -125
Sharks Macklin Celebrini Over 3.5 SOG -115
Oilers Connor McDavid anytime goal -105

Get a first bet encore up to $800 — no BET99 promo code neededGet a first bet encore up to $800 with BET99 bonus code COVERSNHL.
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Our best NHL player props for Saturday, January 31

Take a look at our best bets and expert analysis below.

Prop #1: Leon Draisaitl Over 1.5 points

-125 at BET99

Leon Draisaitl is having a monster campaign for the Edmonton Oilers, scoring 26 goals and tallying 51 assists for a total of 77 points. The German superstar has cashed the Over in points in three straight games as well.

During that span, Draisaitl has a whopping 10 points. He posted three points on Thursday as the Oilers beat the Sharks, then on Monday, he also had another four points in a victory against the Anaheim Ducks.

Edmonton faces the Minnesota Wild tonight at home, and Draisaitl has two points against them this season across two meetings.

  • Time: 10:00 p.m. ET
  • Where to watch: FanDuel Sports Network-NOX, FanDuel Sports Network-WI

Prop #2: Macklin Celebrini Over 3.5 SOG

-115 at BET99

Macklin Celebrini is fully living up to the hype as the former first overall pick. He’s doing it all for the San Jose Sharks, racking up 79 points, and averaging an impressive 3.42 SOG per contest. Celebrini has also cashed the Over in shots on target in three straight appearances.

The youngster has actually hit the Over in SOG in nine of his 12 outings in January as well, highlighting Celebrini’s ability to create opportunities in the offensive end. San Jose is up against the Calgary Flames this afternoon, who are 22nd in most shots allowed.

Celebrini is also averaging 3.69 SOG on the road as the Sharks visit Calgary here.

  • Time: 4:00 p.m. ET
  • Where to watch: Sportsnet

Prop #3: Connor McDavid anytime goal

-105 at BET99

Connor McDavid looks motivated to win his fourth Hart Trophy this season, collecting a league-best 94 points. That includes 34 goals, which ranks second in the NHL as well. McDavid has been on fire in January, scoring 10 times already.

The superstar has found the back of the net in three straight games, and during that span, McDavid has four goals. Facing the Wild is nothing new to him, and he’s already had success against them this season. McDavid has one goal in the two meetings with Minny.

20 of his goals have been at Rogers Place, and the four goals across the previous three outings have all happened at home.

  • Time: 10:00 p.m. ET
  • Where to watch: FanDuel Sports Network-NOX, FanDuel Sports Network-WI

These props are available now at BET99, one of our best betting sites.

Odds are correct at the time of publishing and are subject to change.
Not intended for use in MA.
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Quinn Allen - Covers
Betting Analyst

Quinn Allen is an experienced sports journalist from Vancouver, Canada who fell in love with sports by the time he could walk. He proceeded to play high-level baseball and soccer growing up and eventually played college baseball in the United States.

After his career ended, Quinn received his broadcast journalism degree from BCIT and has since written for many sports publications including ClutchPoints, Gino Hard, and RG, where he plies his trade as a writer and editor.

Quinn's favorite team is Chelsea FC and he'd like to watch a match at Stamford Bridge one day. He loves to bet on NBA player props and encourages others to bet responsibly and not chase losses.

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