Match ☆ 23 Aug 1998
ENG · Premier League · 1998
ENG Aston Villa
Current form · last 20
L L L L L L D W L W W W D W W W W L D L
Latest results · oldest first
Current league place
#10 / 20 · ENG · Premier League · 2026/27
As of this morning · domestic league only
3–1
FT · Home win
ENG Middlesbrough
Current form · last 20
D D L D W W L W W D W L W D D W W D W W
Latest results · oldest first
Current league place
#2 / 24 · ENG · Championship · 2026/27
As of this morning · domestic league only
HT 1–0
View head-to-head record →
The models what they said before kick-off
Draw predictor · this site's own figures
Figure Aston Villa Middlesbrough
N — no-draw runmatches in a row without a draw 0 0
Max Nthis team's longest run ever 19 12
E — draw debtexpected draws over the current run 0.00 0.00
p50 — last 50draw rate over its last 50 matches 20.0% 20.0%
p100 — last 100draw rate over its last 100 matches 24.0% 23.0%
Draw % — all timeshare of every match drawn 22.9% 26.9%
Σ Nboth sides' runs added 0
Σ Eboth sides' draw debt added 0.00

These are the figures that held before kick-off: each side's record over every match it had played before 23 Aug 1998, computed exactly as the predictor computes today's. Draw score and rank are left out: both place a team against the whole field, and the field can only be scored as it stands now.

Team strength · Elo
Aston Villa 1,743 after: 1,755
Middlesbrough 1,715 after: 1,704
Rating gap +94 home advantage included
Draws at this gap 25.2% 75–99 · 64,966 matches
Goals model · Dixon-Coles
Expected goals 1.18 – 1.06 home – away
Home win 37.8%
Draw 30.1% every level score added up
Away win 32.1%
Both together · the blend
Blended draw chance 28.8% 75% goals model · 25% Elo gap
Goals model said 30.1% form only
This Elo gap said 25.2% 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 29.0% five signals, then recalibrated
95% band 29.0% – 29.0% how unsure the fit is, not the match
The blend says 28.8% 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. Unlike the two readings above it, this one is not leak-free: the model was fitted on all of history, this match included, so for a played match it is a description rather than a prediction.

Both figures are what the models knew before this match — neither ever reads the result it is describing, so they can be compared with what actually happened. 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.

League table · Premier League · 19981999 Final standings

This edition’s latest indexed table, not the standings before this match. Both teams are highlighted.

# Team P W D L GD Pts
1 Manchester United Champion 38 22 13 3 +43 79
2 Arsenal 38 22 12 4 +42 78
3 Chelsea 38 20 15 3 +27 75
4 Leeds United 38 18 13 7 +28 67
5 West Ham United 38 16 9 13 -7 57
6 Aston Villa 38 15 10 13 +5 55
7 Liverpool 38 15 9 14 +19 54
8 Derby County 38 13 13 12 -5 52
9 Middlesbrough 38 12 15 11 -6 51
10 Leicester City 38 12 13 13 -6 49
11 Tottenham Hotspur 38 11 14 13 -3 47
12 Sheffield Wednesday 38 13 7 18 -1 46
13 Newcastle United 38 11 13 14 -6 46
14 Everton 38 11 10 17 -5 43
15 Coventry City 38 11 9 18 -12 42
16 Wimbledon 38 10 12 16 -23 42
17 Southampton 38 11 8 19 -27 41
18 Charlton Athletic 38 8 12 18 -15 36
19 Blackburn Rovers 38 7 14 17 -14 35
20 Nottingham Forest 38 7 9 22 -34 30