West Brom vs Birmingham: model prediction
ChampionshipLDWWD
WDDLW
West Brom or draw
Over 1.5 goals
Over 8.5 corners
Our priceNo bookmaker price published for this match yet.
Win probability · fair 2.40
Top signals
Model read
West Brom versus Birmingham on 10 October 2026 tilts towards West Brom in our numbers (42%), with plenty left over for the other outcomes. Three things stand out in the data: 1) This shapes as a low scoring affair: Over 2.5 is only 40% with both teams to score at 47%. 2) Recent form reads W3 D2 L1 for West Brom against W2 D3 L1 for Birmingham. 3) The recent series reads 1 wins for West Brom, 2 draws and 2 for Birmingham over 5 games, 1.8 goals on average. Discipline says sit it out: no bookmaker price published for this match yet.
Value & higher-risk angles
Outcomes the model rates higher than the obvious price suggests, plus a few long-shot scorelines that are simply possible. These are the least likely calls on the page, so treat them as such. They are not tips, and we do not beat the sharp bookmakers.
Model vs market
41.6%
29.5%
29.0%
no bookmaker price published for this match yet
Goals
Corners
Shots
Recent shot volume
Shots taken and faced per game over each side’s last 6 matches, from real match data.
Totals line guide
Discipline: Our price. No bookmaker price published for this match yet.
Form & head-to-head
Last 5 meetings: West Brom 1 · 2 draws · Birmingham 2 · 1.8 goals/game.
Season stats
Season 2026/27, real results only
37.5%75.0%
75.0%87.5%
25.0%12.5%
League averages this season: 2.85 goals per match · Over 2.5 in 62% · BTTS in 67%. Full league tables & stats →
Model fair odds
Our calibrated probability as a decimal price (1 divided by probability). A fair model price, not a bookmaker quote.
Match result
Goals
Corners
Cards
Shots on target
Shots
Fouls
All model outcomes · full market spectrum & player markets
Shots
| Over 22.5 | 58.5% | Over 24.5 | 45.7% | Over 26.5 | 33.7% | Over 28.5 | 23.4% |
|---|---|---|---|---|---|---|---|
| Most: West Brom | 64.9% | Most: Birmingham | 29.3% | ||||
| West Brom Over 13.2 | 47.4% | Birmingham Over 13.2 | 22.9% |
Shots on target
| Over 6.5 | 62.6% | Over 7.5 | 49.2% | Over 8.5 | 36.6% | Over 9.5 | 25.7% |
|---|---|---|---|---|---|---|---|
| Most: West Brom | 58.1% | Most: Birmingham | 29.1% | ||||
| West Brom Over 4.2 | 44.3% | Birmingham Over 4.2 | 24.0% |
Cards
| Over 2.5 | 68.9% | Over 3.5 | 47.5% | Over 4.5 | 28.5% |
|---|---|---|---|---|---|
| Most: West Brom | 31.5% | Most: Birmingham | 46.8% | ||
| West Brom Over 1.8 | 47.1% | Birmingham Over 1.8 | 58.4% |
Clean sheet & win to nil
Worked out from the scoreline grid above: a clean sheet is every scoreline where the other side fails to score. It is the model’s own percentage, scored against the result afterwards, and it is not a tip.
| West Brom clean sheet | 36.1% |
|---|---|
| Birmingham clean sheet | 28.0% |
| West Brom win to nil | 25.3% |
| Birmingham win to nil | 17.2% |
Full market spectrum · model probabilities
The model’s own percentages, with no odds attached. The smaller markets are here so you can see everything we hold a number on, not because we claim an advantage in them. The colour says how close our percentages have landed to reality on matches the model had never seen.
Match result & goals calibrated
1×2
| home | 41.6% | draw | 29.5% | away | 29.0% |
|---|---|---|---|---|---|
double_chance
| 1X | 71.0% | 12 | 70.5% | X2 | 58.4% |
|---|---|---|---|---|---|
dnb
| home | 58.9% | away | 41.1% |
|---|
btts
| yes | 46.6% | no | 53.4% |
|---|
clean_sheet
| home | 36.2% | away | 28.0% |
|---|
win_to_nil
| home | 25.4% | away | 17.2% |
|---|
winning_margin
| home_by_1 | 22.6% | home_by_2 | 12.4% | home_by_3plus | 6.6% |
|---|---|---|---|---|---|
| away_by_1 | 17.9% | away_by_2 | 7.9% | away_by_3plus | 3.2% |
correct_score
| 0-0 | 10.8% | 0-1 | 9.7% | 0-2 | 5.2% |
|---|---|---|---|---|---|
| 0-3 | 1.8% | 0-4 | 0.4% | 0-5 | 0.1% |
| 1-0 | 12.2% | 1-1 | 13.8% | 1-2 | 6.7% |
| 1-3 | 2.3% | 1-4 | 0.6% | 1-5 | 0.1% |
| 2-0 | 8.2% | 2-1 | 8.3% | 2-2 | 4.2% |
| 2-3 | 1.4% | 2-4 | 0.4% | 2-5 | 0.1% |
| 3-0 | 3.5% | 3-1 | 3.5% | 3-2 | 1.8% |
| 3-3 | 0.6% | 3-4 | 0.2% | 3-5 | 0.0% |
| 4-0 | 1.1% | 4-1 | 1.1% | 4-2 | 0.6% |
| 4-3 | 0.2% | 4-4 | 0.1% | 4-5 | 0.0% |
| 5-0 | 0.3% | 5-1 | 0.3% | 5-2 | 0.2% |
| 5-3 | 0.1% | 5-4 | 0.0% | 5-5 | 0.0% |
| other | 0.3% |
likeliest_score
| h | 100.0% | a | 100.0% | p | 13.8% |
|---|---|---|---|---|---|
Goals: totals / handicap / exact calibrated
total
| over_0.5 | 89.2% | under_0.5 | 10.8% | over_1.5 | 67.3% |
|---|---|---|---|---|---|
| under_1.5 | 32.7% | over_2.5 | 40.1% | under_2.5 | 59.9% |
| over_3.5 | 19.9% | under_3.5 | 80.2% | over_4.5 | 8.3% |
| under_4.5 | 91.8% | over_5.5 | 2.9% | under_5.5 | 97.1% |
odd_even
| odd | 48.2% | even | 51.8% |
|---|
team_home
| over_0.5 | 72.0% | under_0.5 | 28.0% | over_1.5 | 36.3% |
|---|---|---|---|---|---|
| under_1.5 | 63.7% | over_2.5 | 13.7% | under_2.5 | 86.4% |
team_away
| over_0.5 | 63.8% | under_0.5 | 36.2% | over_1.5 | 27.1% |
|---|---|---|---|---|---|
| under_1.5 | 72.9% | over_2.5 | 8.4% | under_2.5 | 91.6% |
most
| home | 41.6% | draw | 29.5% | away | 29.0% |
|---|---|---|---|---|---|
handicap
| home_-2.5 | 6.6% | away_+2.5 | 93.4% | home_-1.5 | 19.0% |
|---|---|---|---|---|---|
| away_+1.5 | 81.0% | home_-0.5 | 41.6% | away_+0.5 | 58.4% |
| home_+0.5 | 71.0% | away_-0.5 | 29.0% | home_+1.5 | 88.9% |
| away_-1.5 | 11.1% | home_+2.5 | 96.9% | away_-2.5 | 3.2% |
total_exact
| exact_0 | 10.8% | exact_1 | 21.9% | exact_2 | 27.2% |
|---|---|---|---|---|---|
| exact_3 | 20.3% | exact_4 | 11.6% | exact_5 | 5.3% |
| exact_6 | 2.0% | exact_7plus | 0.9% |
First half range, not a point
1×2
| home | 39.3% | draw | 39.8% | away | 20.9% |
|---|---|---|---|---|---|
total
| over_0.5 | 72.0% | under_0.5 | 28.1% | over_1.5 | 36.3% |
|---|---|---|---|---|---|
| under_1.5 | 63.7% | over_2.5 | 13.6% | under_2.5 | 86.4% |
btts
| yes | 21.0% | no | 79.0% |
|---|
total_exact
| exact_0 | 28.1% | exact_1 | 35.7% | exact_2 | 22.7% |
|---|---|---|---|---|---|
| exact_3 | 9.6% | exact_4plus | 4.0% |
Second half range, not a point
1×2
| home | 25.1% | draw | 46.8% | away | 28.2% |
|---|---|---|---|---|---|
total
| over_0.5 | 62.9% | under_0.5 | 37.1% | over_1.5 | 26.2% |
|---|---|---|---|---|---|
| under_1.5 | 73.9% | over_2.5 | 7.9% | under_2.5 | 92.1% |
btts
| yes | 15.3% | no | 84.7% |
|---|
Half-time / full-time range, not a point
| H/H | 31.2% | H/D | 6.3% | H/A | 1.8% |
|---|---|---|---|---|---|
| D/H | 10.0% | D/D | 18.6% | D/A | 11.2% |
| A/H | 0.9% | A/D | 3.4% | A/A | 16.6% |
Corners range, not a point
total
| over_7.5 | 77.5% | under_7.5 | 22.5% | over_8.5 | 66.8% |
|---|---|---|---|---|---|
| under_8.5 | 33.2% | over_9.5 | 55.0% | under_9.5 | 45.0% |
| over_10.5 | 43.2% | under_10.5 | 56.8% | over_11.5 | 32.4% |
| under_11.5 | 67.6% | over_12.5 | 23.2% | under_12.5 | 76.9% |
odd_even
| odd | 50.0% | even | 50.0% |
|---|
team_home
| over_3.5 | 77.7% | under_3.5 | 22.3% | over_4.5 | 63.3% |
|---|---|---|---|---|---|
| under_4.5 | 36.7% | over_5.5 | 48.2% | under_5.5 | 51.8% |
team_away
| over_3.5 | 63.0% | under_3.5 | 37.0% | over_4.5 | 45.8% |
|---|---|---|---|---|---|
| under_4.5 | 54.2% | over_5.5 | 30.6% | under_5.5 | 69.4% |
most
| home | 56.5% | draw | 10.4% | away | 33.1% |
|---|---|---|---|---|---|
handicap
| home_-3.5 | 25.9% | away_+3.5 | 74.1% | home_-1.5 | 45.7% |
|---|---|---|---|---|---|
| away_+1.5 | 54.3% | home_-0.5 | 56.5% | away_+0.5 | 43.5% |
| home_+0.5 | 66.9% | away_-0.5 | 33.1% | home_+1.5 | 76.1% |
| away_-1.5 | 23.9% | home_+3.5 | 89.5% | away_-3.5 | 10.5% |
Shots range, not a point
total
| over_22.5 | 58.6% | under_22.5 | 41.4% | over_24.5 | 45.8% |
|---|---|---|---|---|---|
| under_24.5 | 54.3% | over_26.5 | 33.7% | under_26.5 | 66.3% |
| over_28.5 | 23.4% | under_28.5 | 76.6% |
odd_even
| odd | 50.0% | even | 50.0% |
|---|
team_home
| over_10.5 | 72.4% | under_10.5 | 27.6% | over_12.5 | 55.9% |
|---|---|---|---|---|---|
| under_12.5 | 44.2% | over_14.5 | 39.4% | under_14.5 | 60.6% |
team_away
| over_10.5 | 47.9% | under_10.5 | 52.1% | over_12.5 | 30.1% |
|---|---|---|---|---|---|
| under_12.5 | 69.9% | over_14.5 | 16.9% | under_14.5 | 83.1% |
most
| home | 64.9% | draw | 5.9% | away | 29.3% |
|---|---|---|---|---|---|
handicap
| home_-4.5 | 39.3% | away_+4.5 | 60.7% | home_-2.5 | 52.2% |
|---|---|---|---|---|---|
| away_+2.5 | 47.8% | home_-0.5 | 64.9% | away_+0.5 | 35.1% |
| home_+0.5 | 70.7% | away_-0.5 | 29.3% | home_+2.5 | 80.9% |
| away_-2.5 | 19.1% | home_+4.5 | 88.5% | away_-4.5 | 11.5% |
Shots on target range, not a point
total
| over_6.5 | 62.6% | under_6.5 | 37.4% | over_7.5 | 49.2% |
|---|---|---|---|---|---|
| under_7.5 | 50.8% | over_8.5 | 36.6% | under_8.5 | 63.4% |
| over_9.5 | 25.7% | under_9.5 | 74.3% |
odd_even
| odd | 50.0% | even | 50.0% |
|---|
team_home
| over_3.5 | 61.9% | under_3.5 | 38.2% | over_4.5 | 44.3% |
|---|---|---|---|---|---|
| under_4.5 | 55.7% | over_5.5 | 29.0% | under_5.5 | 71.0% |
team_away
| over_3.5 | 40.7% | under_3.5 | 59.3% | over_4.5 | 24.0% |
|---|---|---|---|---|---|
| under_4.5 | 76.0% | over_5.5 | 12.8% | under_5.5 | 87.2% |
most
| home | 58.1% | draw | 12.8% | away | 29.1% |
|---|---|---|---|---|---|
handicap
| home_-2.5 | 31.7% | away_+2.5 | 68.4% | home_-0.5 | 58.1% |
|---|---|---|---|---|---|
| away_+0.5 | 41.9% | home_+0.5 | 70.9% | away_-0.5 | 29.1% |
| home_+2.5 | 89.3% | away_-2.5 | 10.8% |
Cards calibrated
total
| over_2.5 | 68.9% | under_2.5 | 31.1% | over_3.5 | 47.5% |
|---|---|---|---|---|---|
| under_3.5 | 52.5% | over_4.5 | 28.4% | under_4.5 | 71.6% |
| over_5.5 | 14.9% | under_5.5 | 85.1% |
odd_even
| odd | 50.0% | even | 50.0% |
|---|
team_home
| over_1.5 | 47.1% | under_1.5 | 52.9% | over_2.5 | 21.3% |
|---|---|---|---|---|---|
| under_2.5 | 78.7% |
team_away
| over_1.5 | 58.5% | under_1.5 | 41.6% | over_2.5 | 31.4% |
|---|---|---|---|---|---|
| under_2.5 | 68.6% |
most
| home | 31.5% | draw | 21.7% | away | 46.8% |
|---|---|---|---|---|---|
handicap
| home_-1.5 | 15.0% | away_+1.5 | 85.0% | home_-0.5 | 31.5% |
|---|---|---|---|---|---|
| away_+0.5 | 68.5% | home_+0.5 | 53.2% | away_-0.5 | 46.8% |
| home_+1.5 | 73.6% | away_-1.5 | 26.4% |
Fouls calibrated
total
| over_20.5 | 60.2% | under_20.5 | 39.8% | over_22.5 | 44.5% |
|---|---|---|---|---|---|
| under_22.5 | 55.5% | over_24.5 | 30.1% | under_24.5 | 69.9% |
odd_even
| odd | 50.0% | even | 50.0% |
|---|
team_home
| over_9.5 | 50.1% | under_9.5 | 49.9% | over_11.5 | 28.2% |
|---|---|---|---|---|---|
| under_11.5 | 71.8% | over_13.5 | 13.2% | under_13.5 | 86.8% |
team_away
| over_9.5 | 75.9% | under_9.5 | 24.1% | over_11.5 | 55.9% |
|---|---|---|---|---|---|
| under_11.5 | 44.1% | over_13.5 | 35.6% | under_13.5 | 64.4% |
most
| home | 27.2% | draw | 7.0% | away | 65.7% |
|---|---|---|---|---|---|
handicap
| home_-3.5 | 11.4% | away_+3.5 | 88.6% | home_-0.5 | 27.2% |
|---|---|---|---|---|---|
| away_+0.5 | 72.8% | home_+2.5 | 49.8% | away_-2.5 | 50.2% |
Red card range, not a point
any
| yes | 10.8% | no | 89.3% |
|---|
home
| yes | 6.9% | no | 93.1% |
|---|
away
| yes | 4.2% | no | 95.8% |
|---|
How this works (honestly)
We are transparent about our method, our limits and how we measure performance.
Results, odds & closing prices, xG, shots, lineups, referee and schedule load.
Dixon-Coles + an xG strength model + champion/challenger selection + probability calibration + a trust gate.
We do not beat the sharp market. The value is honest probabilities, No-bet calls and CLV.
Top-pick hit rate 47.7% (reliability, not edge). Calibration error 0.0095 (55416 matches).
More: West Brom predictions · Birmingham predictions · Championship
Not financial advice. No model beats the sharp closing market on public data. The value here is honest probabilities, No-bet calls, and CLV history.
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