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Championship · Championship 26/27 Model vnext-shadow-2026-10 · locked 165.0h before kickoff

Birmingham City vs Swansea City

· Final

Pre-match analysis and preview

Verified historical context from before kickoff; preserved for comparison after the final result.

Birmingham City host Swansea City in Championship. This preview compares historical records dated before the prediction was locked with the model's pre-match probabilities. Probabilities describe estimated outcomes, not guaranteed results.

Across their last 5 recorded league matches, Birmingham City collected 12 points (4 wins, 0 draws and 1 losses). Swansea City earned 9 points from 5 matches (3 wins, 0 draws and 2 losses). These are separate recent-form samples, not a forecast of the final score.

At home, Birmingham City have 2 wins, 3 draws and 0 losses in their last 5 recorded home matches. On the road, Swansea City have 3 wins, 0 draws and 2 losses across 5 away matches.

Where full-quality xG is available, Birmingham City average 1.83 xG and 1.34 xGA over 5 recent matches; Swansea City average 1.53 xG and 1.26 xGA over 5 matches. xG coverage can be smaller than the recent-results sample.

At the prediction timestamp, the reconstructed league table places Birmingham City in position 6 and Swansea City in position 3. The table uses matches dated before the prediction timestamp; later backfills cannot be independently excluded.

The database contains 4 earlier head-to-head meetings in this competition, shown below. Historical meetings provide context, not certainty.

This analysis is based on available league records and the pre-match snapshot. Missing samples are not estimated; player availability, injuries and tactical claims are not inferred.

Model prediction

Frozen pre-kickoff probabilities recorded before kickoff.

Methodology →

1X2

49.1%Home
26.0%Draw
24.9%Away
Highest 1X2 probability: Home 49.1%

Total goals

53.3%Over 2.5
46.7%Under 2.5

Both teams to score

56.1%Yes
43.9%No

Form sample used at prediction time: recent matches Birmingham City 5/5, Swansea City 5/5; home/away splits 5/5 and 5/5. xG averages may be based on fewer matches where source statistics are incomplete. Model probabilities are estimates, not certainty or a calibrated confidence rating.

Pre-match league context

Reconstructed from fixtures dated before the locked prediction timestamp.

Championship page →
Birmingham City
Position#6
Points23
Played13
Goal difference+10
Swansea City
Position#3
Points26
Played13
Goal difference+7

Recent form comparison

Last five league matches dated before the locked prediction timestamp.

Birmingham City

WWWLW
2.40Points / match
2.20Goals / match
1.83xG / match
1.34xGA / match
VS

Swansea City

WWLLW
1.80Points / match
1.40Goals / match
1.53xG / match
1.26xGA / match

Home / away form

Home side's latest home matches vs away side's latest away matches before kickoff.

Birmingham City at home
W-D-L2-3-0
Points / match1.80
Goals / match2.40
xG / match1.56
Swansea City away
W-D-L3-0-2
Points / match1.80
Goals / match1.40
xG / match1.41

xG trends

Full-quality provider xG only, using matches played before kickoff.

Birmingham City

10 Oct13 Oct17 Oct24 Oct31 Oct
xGxGA

Swansea City

10 Oct13 Oct17 Oct24 Oct31 Oct
xGxGA

Expected goals & scorelines

Dixon-Coles-adjusted scoreline estimates from the locked model goal rates.

Birmingham City expected goals

1.68

Swansea City expected goals

1.14
1–112.5%
2–19.6%
1–09.0%
2–08.4%
0–07.0%
Scoreline percentages are a finite-grid Dixon-Coles estimate derived from the frozen model's λ values. They are statistical estimates, not guarantees.

Recent matches

The same pre-kickoff history used for context above.

Birmingham City

31 OctWA · Lincoln CityxG 2.07 · xGA 1.593–124 OctLA · Cardiff CityxG 0.89 · xGA 2.360–1
17 OctWH · Queens Park RangersxG 1.30 · xGA 1.153–0
13 OctWH · Preston North EndxG 2.32 · xGA 0.554–0
10 OctWA · West Bromwich AlbionxG 2.55 · xGA 1.051–0

Swansea City

31 OctWH · Blackburn RoversxG 2.33 · xGA 0.364–024 OctLA · Queens Park RangersxG 0.20 · xGA 3.220–5
17 OctLH · West Ham UnitedxG 1.05 · xGA 1.150–1
13 OctWA · MillwallxG 1.69 · xGA 0.901–0
10 OctWH · Norwich CityxG 2.36 · xGA 0.682–1

Head to head

Prior meetings in the SmartMatchData league database.

17 Jan 2026Swansea City — Birmingham City1–1
20 Sep 2025Birmingham City — Swansea City1–0
13 Jan 2024Birmingham City — Swansea City2–2
05 Aug 2023Swansea City — Birmingham City1–1

Post-match analysis

Final score, verified match data and the original model prediction.

Birmingham City won 2–1 against Swansea City. The following review separates the final score from the locked pre-match model forecast.

Expected goals were 3.04 for Birmingham City and 1.04 for Swansea City. Birmingham City generated the higher xG total. Birmingham City scored -1.04 goals relative to xG and Swansea City scored -0.04 relative to xG. Goals minus xG is a descriptive difference, not proof of finishing skill or luck in one match.

Birmingham City registered 21 shots, with 8 on target (shot accuracy: 38.1%); Swansea City recorded 8 shots, with 3 on target (shot accuracy: 37.5%). Shot accuracy is shots on target divided by total shots, not a measure of chance quality.

The model's highest-probability 1X2 outcome was Home (49.1%); the actual outcome was Home, so the leading selection matched the result. The pre-match probabilities were not recalculated after the fixture.

Post-match statistical review

Verified final-match data, shown only where the provider supplies both teams' values.

Birmingham City vs Swansea City

Final score: 2–1. These are match statistics, not pre-kickoff model inputs.

Expected goals (xG): 3.04 – 1.04.

Shots: 21 – 8.

Shots on target: 8 – 3.

Possession: 59.00% – 41.00%.

Corners: 8 – 5.

Unavailable statistics are omitted rather than estimated. The original locked prediction remains unchanged.

Forward result

The prediction above remained locked; this section compares it with the final result.

Model performance →
✓ Hit1X2 · predicted Home, actual Home
✓ HitOver 2.5 · predicted Over, actual Over
✓ HitBTTS · predicted Yes, actual Yes

More Championship match analysis

Nearby locked predictions from the same season.

League page →

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Team, league and prediction pages connected to this match.