Match prediction·England: EFL Cup·Saturday 08 Aug, 14:00 UTC

Swansea City vs Birmingham City

Bawler weighs each team's recent scoring and defending, then adjusts for home advantage and injuries to work out how this match is likely to go. This page shows the full chain — every number we used.

Why the model calls it this way

Over 1.5 Goals at 69% probability holds strong value as Swansea's 0.43 xG advantage and dominant 43% win odds signal sustained attacking pressure at home.

📊 Win probability
43.0% home34.3% draw22.8% away
📈 xG chain — base → adjustments → final goal estimate
Swansea CitystepBirmingham City
1.19Base xG · rolling 26-match0.97
× 1.13Home advantage · Home× 0.94
no injury adjustment — full squads available per FotMob
1.34Final goal estimate — what the model uses0.92

Swansea average 5.2 corners per game at home this season (24 competitive matches). Birmingham average 4.8 corners per game away from home this season (25 competitive matches).

🎯 Scoreline distribution · chance of each scoremodel estimate
0
1
2
3
4
5
6
0
10
10
4
1
1
14
13
6
2
2
9
9
4
1
3
4
4
2
1
4
1
1
1
5
6
home windrawaway win
Most likely outcomes
Over 1.5 goals
69%
Draw
23%

Model probabilities for this fixture, ordered by likelihood. Estimates from rolling expected goals — not guarantees.

More predictions for these teams

Swansea vs Birmingham — Head-to-Head

This is the first meeting Bawler has on record between Swansea and Birmingham — the model's ledger starts at model launch, so no earlier fixtures between these two sides have been logged and settled yet.

The model's verdict for this fixture: Swansea 43% · draw 34% · Birmingham 23%.

Model probabilities are edge estimates for entertainment — not betting advice, and past performance does not guarantee future results. 18+.

⚡ Full-time recap available
Swansea City 01 Birmingham City
See how the model called it · call-by-call verdict · xG vs actual →
More match predictions ▶

Model estimates from rolling expected goals — not guaranteed outcomes. Past accuracy does not guarantee future results.