Match 31 Oct 2026 · 01:30 UTC
USA · MLS · 2026
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The models forecast for this fixture
Draw predictor · this site's own figures
Figure Colorado Rapids Chicago Fire What it means
N — no-draw run 2 5 matches in a row without a draw
Max N 17 13 this team's longest run ever
E — draw debt 0.35 1.20 expected draws over the current run
p50 — last 50 18.0% 24.0% draw rate over its last 50 matches
p100 — last 100 17.0% 24.0% draw rate over its last 100 matches
Draw % — all time 23.3% 26.2% share of every match drawn
Draw score 0.133 0.300 the predictor ranking score
Rank 1,236 388 position in that ranking
Σ N 7 both sides' runs added
Σ E 1.55 both sides' draw debt added
Σ Score 0.432 what the Cross predictor orders by
Team strength · Elo
Colorado Rapids 1,502
Chicago Fire 1,600
Rating gap -33 home advantage included
Draws at this gap 26.3% 25–49 · 72,870 matches
Goals model · Dixon-Coles
Expected goals 1.65 – 1.47 home – away
Home win 41.6%
Draw 24.7% every level score added up
Away win 33.6%
Both together · the blend
Blended draw chance 25.1% 75% goals model · 25% Elo gap
Goals model said 24.7% form only
This Elo gap said 26.3% 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 25.7% five signals, then recalibrated
95% band 25.3% – 26.7% how unsure the fit is, not the match
The blend says 25.1% 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.