NHL Picks — October 17, 2026

Today's slate gives you 15 NHL matchups for NHL picks October 17, 2026. The board leans toward road favorites and a couple of unders, with the strongest edges concentrated in the first few games. Tampa Bay and Vegas stand out as the highest-conviction moneyline plays, while most of the rest sit in the 55-70% model range where variance remains high. NHL is notoriously tough to handicap, so the approach here favors clear model edges over chasing every slight discrepancy. You will see a mix of moneyline and total recommendations rather than spread plays, since no puck-line prices cleared the 65% threshold. Focus on the five-star selections first and size accordingly.

Vancouver Canucks vs Tampa Bay Lightning — Tampa Bay Lightning ML

Take Tampa Bay Lightning -375. The model assigns an 88% probability to the Lightning covering the moneyline, the highest figure on the board. Home ice plus the steep price both point to Tampa as the side to back in what projects as a mismatch. This is the clearest five-star lean available today.

Pittsburgh Penguins vs Vegas Golden Knights — Vegas Golden Knights ML

Back Vegas Golden Knights -250. The model rates this at 78% confidence, another top-tier edge. Home-ice advantage for Vegas combines with the price to make the Golden Knights the recommended side here.

Edmonton Oilers vs Utah Hockey Club — Utah Hockey Club ML

Play Utah Hockey Club -135. The 69% model confidence supports the home side in this spot. Utah’s market lean plus the slight favorite status give the edge over Edmonton on the moneyline.

Carolina Hurricanes vs Winnipeg Jets — Carolina Hurricanes ML

Take Carolina Hurricanes -170. The model sits at 69% on the road favorite. Carolina’s price reflects the stronger implied probability in this matchup.

Ottawa Senators vs Philadelphia Flyers — Ottawa Senators ML

Bet Ottawa Senators -140. Model confidence reaches 66% on the Senators. The road favorite holds the edge according to the numbers provided.

Dallas Stars vs Chicago Blackhawks — Dallas Stars ML

Play Dallas Stars -185. The model gives this 62% confidence. Dallas remains the side to back at the listed price despite the lower star rating.

New York Islanders vs Toronto Maple Leafs — Under 6.5

Take the Under 6.5 at 62% model confidence. The total is the recommended lean in this matchup based on the data.

Kraken vs Florida Panthers — Under 6.5

Play Under 6.5. The model assigns 61% confidence to the under, making it the preferred direction for this game.

St. Louis Blues vs Nashville Predators — Over 5.5

Take the Over 5.5 at 61% model confidence. Even-money pricing leaves the total as the lean supplied by the model.

New Jersey Devils vs Washington Capitals — Washington Capitals ML

Bet Washington Capitals -120. The model shows 60% confidence on the home side, supporting this moneyline play.

Buffalo Sabres vs Montreal Canadiens — Montreal Canadiens ML

Take Montreal Canadiens -140. Model confidence is 58% on the home favorite in this spot.

New York Rangers vs Columbus Blue Jackets — Columbus Blue Jackets ML

Play Columbus Blue Jackets -130. The model rates this at 57% confidence for the home side.

San Jose Sharks vs Detroit Red Wings — Detroit Red Wings ML

Bet Detroit Red Wings -130. The 56% model figure supports the home favorite here.

Boston Bruins vs Los Angeles Kings — Los Angeles Kings ML

Take Los Angeles Kings -130. The model assigns only 40% confidence, the lowest on the board, yet still lists the Kings as the lean.

Kraken vs Panthers — Under 6.5

Play Under 6.5. The model again shows 61% confidence on the under for this game.

Overall board confidence is highest on the two five-star moneyline selections and drops quickly after that. Remember these are model-derived edges, not guarantees. Manage your bankroll responsibly and only risk amounts you can afford to lose. Variance in NHL outcomes remains significant even at the stronger percentages shown.