Superliga Women
Prediction for Piotrcovia Women — Ruch Kalisz Women
62%
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Prediction for
Win: Michigan State Spartans
72%
probability
Outcome probabilities (1X2) · by our model
Prediction fixed and will not change after kick-off
Form last 5 matches
Head to head 4
Bookmaker market
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Prediction commentary
Based on data as of 10 Oct, 21:05Michigan State Spartans are the clear favourites to win this NCAA encounter, with 72% confidence backing that outcome. The hosts have dominated every meeting in recent memory, winning all four by an aggregate score of 18:4, and their expected goals model of 4.5 to 1.5 makes a comfortable victory the most logical conclusion. A draw suits neither side's current trajectory, but Northern Michigan's defensive record of zero losses across 28 matches suggests they will not fold easily — the prediction falls flat if they manage to frustrate Michigan State into a stalemate.
Contrasting momentum
Michigan State's recent form has been patchy, with two wins and three losses in their last five outings. They scored 16 goals while conceding 14, showing vulnerability at both ends. The 6:2 victory over Northern Michigan on 9 October was their only win in that span, and it came against the same opposition they face again.
Northern Michigan look worse on paper. One win and four defeats in five matches, with just 8 goals scored against 16 conceded. The 3:0 win over Miami on 2 October was their only positive result, but they have lost every other game since, including the 6:2 thrashing at Michigan State just two days ago. That heavy defeat in their last outing makes a quick recovery unlikely.
A record of dominance
The head-to-head tells a simple story. Four matches, four victories for Michigan State. The scores read 6:2, 6:2, 4:0, and 2:0 — the smallest margin was two goals, the largest four. Northern Michigan have not won any of these encounters, and the aggregate tally of 6:18 in Michigan State's favour leaves little room for doubt about the hierarchy between these programmes.
The hosts have won both games at their own venue and both away from home. There is no pattern that suggests Northern Michigan can overturn this dynamic on Sunday evening.
What the numbers suggest
The model expects Michigan State to score 4.5 goals on average, with one or two the most common outcome in simulated versions of this match, though the high end reaches five. Northern Michigan's 1.5 expected goals points to a single strike at best. The 9% probability of a draw is the lowest figure in the dataset, while 77% for both teams to score and 93% for three or more goals paint a picture of an open game.
The three most likely scorelines are 4:1, 5:1, and 3:1 — each carrying a 6% probability. None of them include a victory for Northern Michigan.
When the prediction breaks
This conclusion depends on Michigan State maintaining their attacking intensity. If they sit back after taking an early lead, or if Northern Michigan find a way to slow the game down and force a draw, the picture changes. The visitors have not lost a match in 28 games, and that resilience could produce a result that contradicts the recent head-to-head pattern. A 1:1 or 2:2 scoreline would end this preview's logic, but the data does not point in that direction.