Match 30 Jan 2027 · 15:00 UTC
ENG · Premier League · 2026
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The models forecast for this fixture
Draw predictor · this site's own figures
Figure Manchester City Arsenal What it means
N — no-draw run 9 8 matches in a row without a draw
Max N 50 35 this team's longest run ever
E — draw debt 1.46 1.60 expected draws over the current run
p50 — last 50 18.0% 20.0% draw rate over its last 50 matches
p100 — last 100 15.0% 20.0% draw rate over its last 100 matches
Draw % — all time 20.6% 23.3% share of every match drawn
Draw score 0.255 0.287 the predictor ranking score
Rank 505 417 position in that ranking
Σ N 17 both sides' runs added
Σ E 3.06 both sides' draw debt added
Σ Score 0.542 what the Cross predictor orders by
Team strength · Elo
Manchester City 2,253
Arsenal 2,244
Rating gap +74 home advantage included
Draws at this gap 25.0% 50–74 · 79,058 matches
Goals model · Dixon-Coles
Expected goals 1.53 – 1.20 home – away
Home win 44.3%
Draw 26.5% every level score added up
Away win 29.3%
Both together · the blend
Blended draw chance 26.1% 75% goals model · 25% Elo gap
Goals model said 26.5% form only
This Elo gap said 25.0% 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 27.0% five signals, then recalibrated
95% band 27.0% – 27.0% how unsure the fit is, not the match
The blend says 26.1% 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.