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Championship · Championship 26/27 Model vnext-shadow-2026-10 · locked 167.5h before kickoff

Lincoln City vs Birmingham City

· Final

Pre-match analysis and preview

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

Lincoln City host Birmingham 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, Lincoln City collected 4 points (1 wins, 1 draws and 3 losses). Birmingham City earned 13 points from 5 matches (4 wins, 1 draws and 0 losses). These are separate recent-form samples, not a forecast of the final score.

At home, Lincoln City have 0 wins, 2 draws and 3 losses in their last 5 recorded home matches. On the road, Birmingham City have 3 wins, 1 draws and 1 losses across 5 away matches.

Where full-quality xG is available, Lincoln City average 1.14 xG and 1.69 xGA over 5 recent matches; Birmingham City average 2.11 xG and 1.20 xGA over 5 matches. xG coverage can be smaller than the recent-results sample.

At the prediction timestamp, the reconstructed league table places Lincoln City in position 19 and Birmingham City in position 5. The table uses matches dated before the prediction timestamp; later backfills cannot be independently excluded.

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

21.0%Home
24.2%Draw
54.7%Away
Highest 1X2 probability: Away 54.7%

Total goals

56.6%Over 2.5
43.4%Under 2.5

Both teams to score

56.8%Yes
43.2%No

Form sample used at prediction time: recent matches Lincoln City 5/5, Birmingham 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 →
Lincoln City
Position#19
Points12
Played11
Goal difference-10
Birmingham City
Position#5
Points20
Played11
Goal difference+9

Recent form comparison

Last five league matches dated before the locked prediction timestamp.

Lincoln City

WLLLD
0.80Points / match
0.80Goals / match
1.14xG / match
1.69xGA / match
VS

Birmingham City

WDWWW
2.60Points / match
2.40Goals / match
2.11xG / match
1.20xGA / match

Home / away form

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

Lincoln City at home
W-D-L0-2-3
Points / match0.40
Goals / match0.60
xG / match1.70
Birmingham City away
W-D-L3-1-1
Points / match2.00
Goals / match1.20
xG / match1.95

xG trends

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

Lincoln City

15 Sep19 Sep10 Oct14 Oct17 Oct
xGxGA

Birmingham City

12 Sep19 Sep10 Oct13 Oct17 Oct
xGxGA

Expected goals & scorelines

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

Lincoln City expected goals

1.09

Birmingham City expected goals

1.87
1–111.5%
1–29.9%
0–29.1%
0–18.8%
0–06.2%
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.

Lincoln City

17 OctDA · MillwallxG 1.32 · xGA 2.122–2
14 OctLH · West Ham UnitedxG 0.35 · xGA 3.210–6
10 OctLA · Sheffield UnitedxG 1.39 · xGA 0.680–3
19 SepLH · Swansea CityxG 2.11 · xGA 0.921–2
15 SepWA · Bristol CityxG 0.53 · xGA 1.531–0

Birmingham City

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
19 SepDH · MiddlesbroughxG 1.23 · xGA 2.142–2
12 SepWA · Derby CountyxG 3.17 · xGA 1.112–1

Head to head

Prior meetings in the SmartMatchData league database.

Not enough prior league meetings in the database to show a meaningful head-to-head section.

Post-match analysis

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

Birmingham City won 3–1 away to Lincoln City. The following review separates the final score from the locked pre-match model forecast.

Expected goals were 1.59 for Lincoln City and 2.07 for Birmingham City. Birmingham City generated the higher xG total. Lincoln City scored -0.59 goals relative to xG and Birmingham City scored +0.93 relative to xG. Goals minus xG is a descriptive difference, not proof of finishing skill or luck in one match.

Lincoln City registered 12 shots, with 6 on target (shot accuracy: 50.0%); Birmingham City recorded 17 shots, with 7 on target (shot accuracy: 41.2%). Shot accuracy is shots on target divided by total shots, not a measure of chance quality.

The model's highest-probability 1X2 outcome was Away (54.7%); the actual outcome was Away, 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.

Lincoln City vs Birmingham City

Final score: 1–3. These are match statistics, not pre-kickoff model inputs.

Expected goals (xG): 1.59 – 2.07.

Shots: 12 – 17.

Shots on target: 6 – 7.

Possession: 55.00% – 45.00%.

Corners: 3 – 3.

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 Away, actual Away
✓ 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 →

Continue exploring

Team, league and prediction pages connected to this match.