Match 17 Oct 2026 · 16:30 UTC
ENG · Premier League · 2026
View head-to-head record →
The models forecast for this fixture
Draw predictor · this site's own figures
Figure Newcastle United Aston Villa What it means
N — no-draw run 3 4 matches in a row without a draw
Max N 18 23 this team's longest run ever
E — draw debt 0.55 0.53 expected draws over the current run
p50 — last 50 20.0% 12.0% draw rate over its last 50 matches
p100 — last 100 17.0% 14.0% draw rate over its last 100 matches
Draw % — all time 23.8% 24.4% share of every match drawn
Draw score 0.161 0.164 the predictor ranking score
Rank 955 936 position in that ranking
Σ N 7 both sides' runs added
Σ E 1.07 both sides' draw debt added
Σ Score 0.325 what the Cross predictor orders by
Team strength · Elo
Newcastle United 2,014
Aston Villa 2,073
Rating gap +7 home advantage included
Draws at this gap 27.4% 0–24 · 67,203 matches
Goals model · Dixon-Coles
Expected goals 1.73 – 1.63 home – away
Home win 40.3%
Draw 23.8% every level score added up
Away win 35.9%
Both together · the blend
Blended draw chance 24.6% 75% goals model · 25% Elo gap
Goals model said 23.8% form only
This Elo gap said 27.4% 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 26.7% five signals, then recalibrated
95% band 26.4% – 27.0% how unsure the fit is, not the match
The blend says 24.6% 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.