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Championship · Championship 26/27 Model vnext-shadow-2026-10 · locked 164.0h before kickoff

Millwall vs Derby County

· Final

Pre-match analysis and preview

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

Millwall host Derby County 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, Millwall collected 5 points (1 wins, 2 draws and 2 losses). Derby County earned 3 points from 5 matches (0 wins, 3 draws and 2 losses). These are separate recent-form samples, not a forecast of the final score.

At home, Millwall have 1 wins, 2 draws and 2 losses in their last 5 recorded home matches. On the road, Derby County have 1 wins, 2 draws and 2 losses across 5 away matches.

Where full-quality xG is available, Millwall average 1.49 xG and 1.27 xGA over 5 recent matches; Derby County average 1.11 xG and 1.39 xGA over 5 matches. xG coverage can be smaller than the recent-results sample.

At the prediction timestamp, the reconstructed league table places Millwall in position 13 and Derby County in position 23. 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

49.5%Home
26.4%Draw
24.1%Away
Highest 1X2 probability: Home 49.5%

Total goals

51.0%Over 2.5
49.0%Under 2.5

Both teams to score

54.1%Yes
45.9%No

Form sample used at prediction time: recent matches Millwall 5/5, Derby County 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 →
Millwall
Position#13
Points15
Played12
Goal difference-1
Derby County
Position#23
Points7
Played12
Goal difference-11

Recent form comparison

Last five league matches dated before the locked prediction timestamp.

Millwall

DWLDL
1.00Points / match
1.20Goals / match
1.49xG / match
1.27xGA / match
VS

Derby County

DDLLD
0.60Points / match
0.80Goals / match
1.11xG / match
1.39xGA / match

Home / away form

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

Millwall at home
W-D-L1-2-2
Points / match1.00
Goals / match1.60
xG / match1.71
Derby County away
W-D-L1-2-2
Points / match1.00
Goals / match1.00
xG / match0.89

xG trends

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

Millwall

19 Sep10 Oct13 Oct17 Oct24 Oct
xGxGA

Derby County

19 Sep10 Oct14 Oct17 Oct24 Oct
xGxGA

Expected goals & scorelines

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

Millwall expected goals

1.64

Derby County expected goals

1.08
1–112.7%
1–09.8%
2–19.6%
2–08.9%
0–07.7%
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.

Millwall

24 OctLA · PortsmouthxG 0.67 · xGA 0.821–2
17 OctDH · Lincoln CityxG 2.12 · xGA 1.322–2
13 OctLH · Swansea CityxG 0.90 · xGA 1.690–1
10 OctWA · Preston North EndxG 1.09 · xGA 0.651–0
19 SepDH · West Ham UnitedxG 2.68 · xGA 1.872–2

Derby County

24 OctDA · Sheffield UnitedxG 1.09 · xGA 2.471–1
17 OctLH · Stoke CityxG 1.14 · xGA 0.590–1
14 OctLA · Queens Park RangersxG 0.96 · xGA 1.961–4
10 OctDH · WrexhamxG 0.60 · xGA 1.461–1
19 SepDA · BurnleyxG 1.75 · xGA 0.451–1

Head to head

Prior meetings in the SmartMatchData league database.

10 Mar 2026Millwall — Derby County1–0
10 Dec 2025Derby County — Millwall1–1
22 Feb 2025Derby County — Millwall0–1
19 Oct 2024Millwall — Derby County1–1

Post-match analysis

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

Millwall won 4–1 against Derby County. The following review separates the final score from the locked pre-match model forecast.

Expected goals were 4.12 for Millwall and 1.24 for Derby County. Millwall generated the higher xG total. Millwall scored -0.12 goals relative to xG and Derby County scored -0.24 relative to xG. Goals minus xG is a descriptive difference, not proof of finishing skill or luck in one match.

Millwall registered 22 shots, with 9 on target (shot accuracy: 40.9%); Derby County recorded 13 shots, with 4 on target (shot accuracy: 30.8%). 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 (49.5%); 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.

Millwall vs Derby County

Final score: 4–1. These are match statistics, not pre-kickoff model inputs.

Expected goals (xG): 4.12 – 1.24.

Shots: 22 – 13.

Shots on target: 9 – 4.

Possession: 56.00% – 44.00%.

Corners: 4 – 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 →

Continue exploring

Team, league and prediction pages connected to this match.