Champions League
Prediction for Aalborg Håndbold — Celje
69%
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Windsor Spitfires
North Bay Battalion
Prediction for
Win: Windsor Spitfires
68%
probability
Outcome probabilities (1X2) · by our model
Prediction fixed and will not change after kick-off
Form last 5 matches
Head to head 8
Bookmaker market
No bookmaker data
Analytical content. Not a call to gamble. 18+
Prediction commentary
Based on data as of 1 Oct, 00:10Windsor Spitfires win. The model expects them to score 4.2 goals against North Bay's 2.5, and the three most likely scorelines—4:2, 3:2, and 4:3—all end with the home side taking all three points. That 91% probability of both teams scoring and 96% for three or more goals suggests a high-scoring affair where Windsor's offensive edge should tell.
Windsor's start has been difficult. After four matches they sit fifth with one win and three losses, netting 16 goals while conceding 21. They have lost four of their last five games, conceding heavily in most of those defeats. The pattern is clear: they can score, but they also leak goals.
North Bay has been slightly more consistent. They sit third after four matches with two wins and two losses, also with 16 goals scored and 20 conceded. Their last five results show a 4:5 loss away to Soo, a 5:2 win at home against Mississauga, a 2:7 loss away to Oshawa, a 2:1 home win over Barrie, and a 3:5 home loss to Hamilton. Two wins in five does not read as dominance, but it is a step ahead of Windsor's form.
The head-to-head record is perfectly balanced. In eight meetings over recent years each side has won four times. In the last six encounters Windsor has three victories to North Bay's three. The most recent clash on 6 February 2026 ended 5:4 to North Bay in their own arena, while on 30 January 2026 Windsor won 4:3 at home. These matches are tight and high-scoring, which aligns with the model's expectation of plenty of goals.
The model's expected goals figure of 4.2 for Windsor compared to 2.5 for North Bay is the decisive factor. Neither side has a clean-sheet streak, and the 91% probability that both teams score means neither goalkeeper is likely to keep a shutout. The three most likely scorelines—4:2, 3:2, and 4:3—each give Windsor the win. A draw would require North Bay to outperform the model by at least two goals, which is unlikely given their recent defensive frailties.
This conclusion stops holding if North Bay scores first and manages the game effectively. If they take an early lead and slow the tempo, Windsor's tendency to concede late could come into play. The model tracks scoring patterns, not tactics or momentum.