Derby vs Cardiff — Championship 2018
Match Prediction
Statistical Prediction
Based on xG from last 34+ matches
Derby45%
Cardiff27%✓ Correct in 50 of 100 matches — 6 more than always backing the home side
The model picks a winner (home or away) for each finished match using only pre-kickoff data, then checks it against the real result: 49.7% correct across 106,786 matches, vs 44.3% for always backing the home side.
Home picks 50.7% correct · Away picks 47.3% correct
Football matches only. Past performance is not indicative of future results.
Expected goals in this match
What is xG?
Every shot is scored 0–1 by how likely it is to be a goal from that spot — a chance in the middle of the box ≈ 0.4, a long shot from a tight angle ≈ 0.03, a penalty ≈ 0.76. Add them up over a match and that is the xG.
The scoreline can lie: you can win 1-0 on a fluke while creating half the chances. xG shows who was really closer to scoring — and over a season it predicts results better than goals alone.
Derby creates 39% more chances
Season form · 39 home / 34 away
creates per match
allows per match
finishing
Total goals
- Under62
- Over38
Fewer than 3 goals likely
Both teams score
- No56
- Yes44
One side may not score
Score probability
Probability of each scoreline, %
Derby ↓
Most likely 1–0 (14%) · grid covers 99% of scorelines
More markets
Total goals
Double chance
Winning margin
Team goals
Draw no bet
Combos
Model probabilities, not odds. For information only.
How is this calculated?
Every number below comes from this match — nothing is made up.
Recent form of each side
Derby at home — creates 1.22, concedes 1.01 · 39 matches
Cardiff away — creates 0.85, concedes 1.36 · 34 matches
⚑ Home and away form are counted separately — the home-field edge is already baked into these numbers.
Expected goals for this match
Derby attack 1.22 + Cardiff defence 1.36 → ÷2 → 1.29
Cardiff attack 0.85 + Derby defence 1.01 → ÷2 → 0.93
Each side's attack is blended with the other's defence, then averaged.
Chance of every scoreline
From those two numbers a Poisson distribution gives the probability of each exact score — the grid shown above.
The answer to "why 45%?"
Derby at 45% is simply the biggest of the three — that is the pick.
What the model can't see
It reads only the stats of recent matches. It knows nothing about:
- injuries & suspensions
- the matchday lineup
- motivation — cup, relegation, a title race
- weather & pitch condition
- in-game coaching decisions
So 45% does not mean "Derby will win" — it means "on the available stats, this is the most likely result."
Statistical model based on expected goals (xG). For informational purposes only.
Player of the match
Match Events
Norwich
Sheffield Utd
Leeds
West Brom
Aston VillaDerby
Middlesbrough
Bristol City
Nottingham Forest
Swansea
Brentford
Sheffield Wednesday
Hull City
Preston
Blackburn
Stoke City
Birmingham
Wigan
QPR
Reading
Millwall
Rotherham
Bolton
IpswichIf points are equal: 1. Goal difference 2. Goals scored 3. Head-to-head
P = Played · W = Won · D = Drawn · L = Lost · GF = Goals for · GA = Goals against · GD = Goal difference · Pts = Points
Possession
Shots
Pass accuracy
Statistics
Derby host Cardiff on Wednesday, 28 October 2020 at 19:45. The match is part of the Championship 2018/2019 season.
Championship: Derby 1–1 Cardiff
Derby and Cardiff drew 1-1 in Championship on October 28, 2020.
Goals: M. Waghorn (24'), K. Moore (77').
Cardiff controlled possession (56%) and registered 8 shots to 15.
The match was played at Pride Park Stadium in Derby.