NHL Hockey

BUF vs BOS Prediction

May 1, 2026

10,000 Monte Carlo simulations

BUF vs BOS prediction for May 1, 2026: Our Monte Carlo simulation ran 10,000 game iterations and projects BOS 2.8 - BUF 2.88. BOS is favored with a 50.4% win probability. The spread is 1.5 and the total is 5.5.

BOS
2.8
Projected Score
VS O/U 5.5
BUF
2.88
Projected Score
Win Probability
50.4%
49.6%
BOSBUF
+1.5
Spread (BOS)
5.5
Total Line
10,000
Simulations
Calibrated accuracy at this confidence: 48.6% (1,083 games)

Projected Goals Range 10th – 90th percentile

BUF
1.82.94.0
BOS
1.72.83.9
FINALBOS 1 — BUF 4
Projected
BOS 2.8 — BUF 2.88
Actual
BOS 1 — BUF 4

Game Odds

BOS ML
+100
BUF ML
-120
Puck Line
+1.5
Total
5.5
Model Quality50/100 (FAIR)

Edge Detail

BOS Edge
+0.4%
BUF Edge
-5.0%
Projected Total
5.69
+0.19 vs line

Goalie Matchup

Ukko-Pekka Luukkonen
24-242.49 GAA90.9% SV
VS
Jeremy Swayman
22-292.72 GAA90.7% SV

Special Teams

Power Play
BUF
18.4%
BOS
22.7%
Penalty Kill
BUF
82.3%
BOS
78.2%
90% Confidence: 48.4% – 50.0% home win probability

AI Intelligence Analysis

NEUTRALYELLOW ZONE53.4% WR (n=91)
Model predicts coin flip (BOS 50.4% vs BUF 49.6%), market prices BOS -120 (54.5%) — zero informational edge despite form advantage BUF. Backup center injuries hurt BUF's expected value slightly, but not enough to create profitable lean.

Key Factors

  • Goalie: Swayman (.9079 SV%, 2.72 GAA) vs Lyon (.9107 SV%, 2.62 GAA) — essentially equal, slight BUF edge (.0028 SV%), worth ~0.1 goal differential
  • Form: BUF 3-2 L5 (3.2 GF/5) vs BOS 2-3 L5 (2.2 GF/5) — BUF 1 goal/5 game edge suggests +0.2 goal advantage
  • Home ice: ~0.25 goal BOS advantage (historical NHL HIA), market -120 reflects this
  • No B2B: Both +3 days rest, playoff-context goalie fatigue unknown but equal exposure
  • Model-market agreement: 50.4% (model) vs 54.5% (market) = 4.1% gap within noise margin for YELLOW zone game

Risk Factors

  • Playoff goalie volatility: Backup goalie usage unknown; could see unexpected starter swap
  • Missing centers: BUF's Ostlund/Carrick loss might create bigger gap in 3rd period (fatigue)
  • Form sustainability: BUF's L5 surge may regress; small samples in playoffs
COIN FLIPNEUTRAL ZONEFORM SLIGHT BUFGOALIE CONFIRMED EQUALNO SHARP SUPPORT

Edge Analysis

Moneyline
BOS 50.4%
+0.4 pts
Spread
+1.5
+0.4 pts
Total
5.5
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How this prediction was generated: This page shows output from the Olympus Bets NHL Hockey Monte Carlo engine. Each game is simulated 10,000 times using real-time team data, injury reports, and current odds. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Full methodology →

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