Match 23 May 2027 · 14:00 UTC
ENG · Premier League · 2026
View head-to-head record →
The models forecast for this fixture
Draw predictor · this site's own figures
Figure Manchester City Aston Villa What it means
N — no-draw run 9 4 matches in a row without a draw
Max N 50 23 this team's longest run ever
E — draw debt 1.46 0.53 expected draws over the current run
p50 — last 50 18.0% 12.0% draw rate over its last 50 matches
p100 — last 100 15.0% 14.0% draw rate over its last 100 matches
Draw % — all time 20.6% 24.4% share of every match drawn
Draw score 0.255 0.164 the predictor ranking score
Rank 504 938 position in that ranking
Σ N 13 both sides' runs added
Σ E 1.99 both sides' draw debt added
Σ Score 0.419 what the Cross predictor orders by
Team strength · Elo
Manchester City 2,253
Aston Villa 2,073
Rating gap +246 home advantage included
Draws at this gap 20.6% 200–299 · 49,382 matches
Goals model · Dixon-Coles
Expected goals 2.20 – 1.08 home – away
Home win 62.3%
Draw 20.6% every level score added up
Away win 17.2%
Both together · the blend
Blended draw chance 20.6% 70% goals model · 30% Elo gap
Goals model said 20.6% form only
This Elo gap said 20.6% 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 19.5% five signals, then recalibrated
95% band 19.5% – 19.5% how unsure the fit is, not the match
The blend says 20.6% 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.