Match 03 Nov 2026 · 20:00 UTC
ITL · UEFA Champions League · 2026 League phase
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The models forecast for this fixture
Draw predictor · this site's own figures
Figure Manchester United AS Roma What it means
N — no-draw run 0 0 matches in a row without a draw
Max N 34 29 this team's longest run ever
E — draw debt 0.00 0.00 expected draws over the current run
p50 — last 50 30.0% 20.0% draw rate over its last 50 matches
p100 — last 100 30.0% 16.0% draw rate over its last 100 matches
Draw % — all time 22.5% 24.9% share of every match drawn
Draw score 0.082 0.060 the predictor ranking score
Rank 1,679 1,895 position in that ranking
Σ N 0 both sides' runs added
Σ E 0.00 both sides' draw debt added
Σ Score 0.143 what the Cross predictor orders by
Team strength · Elo
Manchester United 2,065
AS Roma 2,024
Rating gap +106 home advantage included
Draws at this gap 25.3% 100–149 · 86,812 matches
Goals model · Dixon-Coles
Expected goals 1.53 – 1.38 home – away
Home win 40.6%
Draw 25.8% every level score added up
Away win 33.6%
Both together · the blend
Blended draw chance 25.6% 70% goals model · 30% Elo gap
Goals model said 25.8% form only
This Elo gap said 25.3% strength only

The mix is the one that scored best over 544,576 matches — the two are averaged on the log-odds scale, not simply added.

The regression · the logistic model
Logistic draw chance 23.0% five signals, then recalibrated
95% band 23.0% – 23.0% how unsure the fit is, not the match
The blend says 25.6% the older published reading

A regression over five signals — the goals model, the draw rate at this Elo gap, the expected goals in the fixture and the competition's own base draw rate — with an isotonic map on top to put the level back where reality is. Held out on a decade it never saw it beat the blend above, which is why both are shown here while one is chosen. This is a real forecast: the fixture had not been played when the model was fitted.

A forecast from every match played so far. Measured over 160,869 priced matches the goals model is slightly worse than the bookmakers (how it is scored), so a high draw chance means an even, low-scoring match rather than value. Descriptive statistics, not betting advice.