Scoreo

Birmingham vs SwanseaChampionship 2018

Birmingham
Birmingham
FT
22
HT: 12
Swansea
Swansea
T. Deeney 89'
S. Hogan 12'
M. Grimes 45+2'
O. Ntcham 30'
11/8/2022ChampionshipChampionship · Round 9St Andrew's Stadium

Match Prediction

Statistical Prediction

Based on xG from last 34+ matches

Birmingham49%
×Draw26%
Swansea26%
Correct in 50 of 100 matches — 5 more than always backing the home side
Model
50.2%
Always home
44.5%

The model picks a winner (home or away) for each finished match using only pre-kickoff data, then checks it against the real result: 50.2% correct across 585,598 matches, vs 44.5% for always backing the home side.

Home picks 50.5% correct · Away picks 49.3% 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.

Birmingham
1.52
Swansea
1.03

Birmingham creates 48% more chances

Season form · 34 home / 58 away

creates per match

Birmingham
1.59
Swansea
1.08

allows per match

Birmingham
0.98
Swansea
1.46

finishing

Birmingham-0.09on par
Swansea-0.05on par

Total goals

53%Under
  • Under53
  • Over47

Fewer than 3 goals likely

Both teams score

50%No
  • No50
  • Yes50

Close call

Score probability

Probability of each scoreline, %

Birmingham

Swansea
0
1
2
3
4
0
008%
018%
024%
031%
040%
1
1012%
1112%
126%
132%
141%
2
209%
219%
225%
232%
240%
3
305%
315%
322%
331%
340%
4
402%
412%
421%
430%
440%

Most likely 1–0 (12%) · grid covers 98% of scorelines

More markets

Total goals

OverUnder0.5
92%8%1.5
72%28%2.5
47%53%3.5
25%75%4.5
11%89%

Double chance

Birmingham or draw
74%
Birmingham or Swansea
74%
Draw or Swansea
51%

Winning margin

Birmingham wins by 2+
25%
Swansea wins by 2+
9%

Team goals

Birmingham 1+ goals
78%
Birmingham 2+ goals
45%
Birmingham 3+ goals
20%
Swansea 1+ goals
64%
Swansea 2+ goals
28%
Swansea 3+ goals
9%

Draw no bet

Birmingham (draw refunded)
65%
Swansea (draw refunded)
35%

Combos

Both score & 3+ goals
38%
Both score & under 3
12%

Model probabilities, not odds. For information only.

How is this calculated?

Every number below comes from this match — nothing is made up.

1

Recent form of each side

Birmingham at homecreates 1.59, concedes 0.98 · 34 matches

Swansea awaycreates 1.08, concedes 1.46 · 58 matches

Home and away form are counted separately — the home-field edge is already baked into these numbers.

2

Expected goals for this match

Birmingham attack 1.59 + Swansea defence 1.46 → ÷2 → 1.52

Swansea attack 1.08 + Birmingham defence 0.98 → ÷2 → 1.03

Each side's attack is blended with the other's defence, then averaged.

3

Chance of every scoreline

From those two numbers a Poisson distribution gives the probability of each exact score — the grid shown above.

4

The answer to "why 49%?"

Birmingham scores more
49%
level
26%
Swansea scores more
26%

Birmingham at 49% 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 49% does not mean "Birmingham 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

8
M. GrimesSwanseaSwansea · M
7.6

Possession

37%Birmingham

Shots

15Birmingham

Pass accuracy

47%Birmingham

Statistics

BirminghamSwansea
Overview
37%Possession63%
15Total Shots8
12Corners1
12Fouls12
Shots
15Total Shots8
2On Target3
5Off Target5
8Blocked0
9Inside Box5
6Outside Box3
Passing
37%Possession63%
285Total Passes523
223Accurate Passes464
78%Pass Accuracy89%
Goalkeeping
1Saves1
Discipline
12Fouls12
3Yellow Cards4
1Offsides3

Birmingham 2 – 2 Swansea

Birmingham and Swansea drew 2-2 in Championship on November 8, 2022.

Goals: S. Hogan (12'), O. Ntcham (30'), M. Grimes (45+2'), T. Deeney (89').

Swansea controlled possession (63%) and registered 8 shots to 15.

The match was played at St Andrew's Stadium in Birmingham.