SharpBetz
NHL

Chicago Blackhawks vs Boston Bruins

Saturday, October 31, 2026

Matchup Analysis

The moneyline edge between the market and the model gives the Bruins a decisive advantage, with the market offering a -218 line while the model projects an 0.882 home‑win probability and a 0.196 edge for Boston. This disparity makes the home side a clear play.

Boston’s scoring profile reinforces that advantage: the Bruins average 3.571 points while allowing just 2.286, producing a positive margin of 1.285. Chicago manages only 2.077 points per game and concedes 3.692, leaving them with a –1.615 margin. The resulting gap of 2.901 points underscores a significant disparity in offensive and defensive performance.

Historical trends at TD Garden further tilt the scales. The Boston Bruins are 18-6 straight up at home as a favorite, a 0.75 win percentage compiled over a sample size of 24 games. That record demonstrates a strong ability to cover when positioned as the favored team on home ice.

The pick is a play on the Bruins -218.

Goalie Notice: This prediction assumes Jeremy Swayman (Bruins) and Spencer Knight (Blackhawks) as the starting goalies. This is not yet confirmed -- if a different goalie starts, this pick will be voided.

Team Comparison

CHI Blackhawks
Stat
BOS Bruins
4-9-1 (4-4-0)
Record
10-4-1 (6-1-0)
2.1
Goals / Game
3.6
3.7
Goals Against / Game
2.3

Starting Goalies

Bruins
Jeremy Swayman Unconfirmed
SV% 90.8% | GAA 2.62
Blackhawks
Spencer Knight Unconfirmed
SV% 90.2% | GAA 2.89

Current Odds

Team Moneyline Spread Total
CHI Chicago Blackhawks
+180 +1.5 O 6.5
BOS Boston Bruins
-218 -1.5 U 6.5
Source: Draft Kings Updated: Nov 1, 1:14 AM
Opening line: -1.5 / O/U 6.5

Model Projection

Team Moneyline Spread Total
CHI Chicago Blackhawks
+747 +1.8 O 5.6
BOS Boston Bruins
-747 -1.8 U 5.6
Source: Model Updated: Nov 1, 1:14 AM

Our Picks

Spread
Pass
Model: -1.8 | Edge below threshold
Total
Pass
Model: 5.6 | Edge below threshold

Key Matchup Factors

Key Matchup Factors:

  • Faceoff Pct Diff (+10.84): This factor contributes +10.84 to the projection, favoring Bruins.
  • Market Total Signal (+6.50): This factor contributes +6.50 to the projection, favoring Bruins.
  • Shots Per Game Diff (+4.31): This factor contributes +4.31 to the projection, favoring Bruins.
  • SOS-Adjusted Margin (+2.96): This factor contributes +2.96 to the projection, favoring Bruins.

Recent Trends

Bruins Trends:

  • Boston Bruins is 5-1 straight up at home on a back-to-back
  • Boston Bruins is 18-6 straight up at home as a favorite
  • Boston Bruins is 5-1 straight up on a 3+ game win streak
  • Boston Bruins is 5-1 straight up on a back-to-back
  • Boston Bruins is 18-6 straight up favorite

Blackhawks Trends:

  • Chicago Blackhawks is 1-9 straight up in their last 10 games
  • Chicago Blackhawks is 10-24 straight up on the road as an underdog
  • Chicago Blackhawks is 4-11 straight up after a loss vs a winning team
  • Chicago Blackhawks is 10-24 straight up underdog
  • Chicago Blackhawks is 6-16 straight up vs teams below .500

Matchup Edges

Bruins

Advantages

  • Strong 10-4-1 (6-1-0) overall record (71% win rate)
  • Home ice advantage worth 0.3 goals in our model
  • Strong offense averaging 3.6 GPG
  • Home record of 100% win rate at this venue
  • Elite goaltending allowing just 2.3 GPG

Disadvantages

  • Allowing 2.3 GPG on defense leaves room for opponent scoring
  • Opponent still holds a 12% model win probability
  • Combined opponent scoring of 2.2 GPG creates variance risk

Blackhawks

Advantages

  • Home Streak contributes -2.00 points favoring away
  • Net scoring margin of -1.6 GPG per game
  • Model-projected win probability of 12%

Disadvantages

  • Playing on the road, sacrificing 0.3 goal of home ice advantage
  • Struggling with a 4-9-1 (4-4-0) record (31% win rate)
  • Goaltending allows 3.7 GPG -- exploitable on the road
  • Anemic offense at just 2.1 GPG limits scoring ceiling

More NHL Picks for Saturday, October 31, 2026

Model projection by SharpBetz; write-up generated from the numbers above and checked against them. Updated Nov 1, 2026, 1:14 AM UTC View Our Track Record