NHL Player Props Tonight (October 31, 2026): Best Bets and Top Picks

The best NHL player props tonight are Auston Matthews Assists Over 0.50, Leon Draisaitl Points Over 1.50, and Nathan MacKinnon Points Over 1.50. LineCrush’s models tag Matthews as a Confident Playmaker with an 8/10 confidence and conviction label, while Draisaitl and MacKinnon both carry 6/10 confidence but “Elite” reads that signal ceiling outcomes worth backing on a busy slate.

Tonight’s NHL Slate It’s a 10-game Halloween slate with puck drops staggered across the afternoon and late night. Early windows feature STL at DET and CHI at BOS at 1:10 PM ET, followed by TBL at NSH and EDM at NYI at 2:10 PM ET. The middle block brings OTT at SJS and BUF at LAK at 4:10 PM ET, then TOR at VAN and PIT at MTL at 7:10 PM ET. We close with CBJ at DAL at 8:10 PM ET and CGY at COL at 10:10 PM ET, giving multiple anchor spots for player props through the night.

Top Player Props for October 31, 2026

• Elite engines to build your card:

  • Nathan MacKinnon: Points Over 1.50 (confidence 6/10, conviction pick) — “Elite Momentum.” MacKinnon’s profile is built for multi-point outcomes, and our analysis expects sustained touch volume and primary involvement for CGY at COL (10:10 PM ET).
  • Leon Draisaitl: Points Over 1.50 (confidence 6/10, conviction pick) — “Elite Ceiling.” In EDM at NYI (2:10 PM ET), LineCrush’s models see a high-participation environment for Draisaitl’s point creation, keeping the two-plus point path live.

• Primary playmaker edge:

  • Auston Matthews: Assists Over 0.50 (confidence 8/10, conviction pick) — “Confident Playmaker.” TOR visits VAN at 7:10 PM ET, and this is the strongest-rated angle on the board. Our analysis favors a distribution role popping tonight, with Matthews’ assist probability clearing the even-money threshold in model runs.

• Steady value adds for cards and round-robins:

  • Bo Horvat: Points Over 0.50 (confidence 6/10, conviction pick) — “Confident Catalyst.” For EDM at NYI, Horvat’s one-point path grades out clean as a consistent contributor in this matchup context.
  • Nicholas Paul: Points Over 0.50 (confidence 6/10, conviction pick) — “Trusted Versatility.” In TBL at NSH (2:10 PM ET), Paul’s usage mix supports a one-point outcome with solid stability, making him a pragmatic addition to multi-leg builds.
  • Jake Sanderson: Points Over 0.50 (confidence 6/10, conviction pick) — “Positive Impact.” OTT heads to SJS at 4:10 PM ET, and our analysis signals viable assist routes through transitional touches and secondary creation.

• Shots-on-goal specialist:

  • Rickard Rakell: Shots On Goal Over 2.50 (confidence 6/10, conviction pick) — “Inside Threat.” PIT at MTL (7:10 PM ET) sets up a volume lane for Rakell. LineCrush’s models highlight his role in chance generation, making the 3+ shots target a clean fit.

• One notable under:

  • Brandt Clarke: Points Under 0.50 (confidence 6/10, conviction pick) — “Resilient Return.” In BUF at LAK (4:10 PM ET), our analysis expects a tighter points path for Clarke, with the distribution of touches not tilting toward consistent scoring involvement tonight.

If you’re prioritizing, anchor with Auston Matthews Assists Over 0.50, then pair one of the elite multipoint targets — Nathan MacKinnon Points Over 1.50 or Leon Draisaitl Points Over 1.50. Round out with one of Bo Horvat or Nicholas Paul for balanced exposure, and consider Rickard Rakell SOG Over 2.50 for a non-points leg. Brandt Clarke Points Under 0.50 can hedge against overexposure to overs on the card.

How These Picks Work These are model-flagged edges, not guarantees. LineCrush analyzes every game, posts conviction picks before puck drop, and then publicly grades every pick the next day — wins and losses both published so you can track performance transparently.

Want the full breakdown? See today's picks and analysis at linecrush.com/picks.