ABH 0-2 AL- · 64% ALD 0-1 NEO · 48% KON 1-2 GAL · 53% LEH 0-2 PAR · 63% NIC 1-2 REN · 48% BOD 1-2 VIK · 44% LYN 1-1 RAN · 40% ALS 1-2 AL- · 55% SVE 1-2 FSV · 45% ZUL 0-2 CLU · 61% VIL 2-1 ESP · 55% SHE 2-1 WRE · 47% LIL 2-1 LEN · 49% CAS 0-2 SPO · 66% ABH 0-2 AL- · 64% ALD 0-1 NEO · 48% KON 1-2 GAL · 53% LEH 0-2 PAR · 63% NIC 1-2 REN · 48% BOD 1-2 VIK · 44% LYN 1-1 RAN · 40% ALS 1-2 AL- · 55% SVE 1-2 FSV · 45% ZUL 0-2 CLU · 61% VIL 2-1 ESP · 55% SHE 2-1 WRE · 47% LIL 2-1 LEN · 49% CAS 0-2 SPO · 66%
Championship · Regular Season - 13 Oct 31, 2026 · 15:00 · UTC The Den, London Not Started

Millwall
vs
Derby.

Quick answer

Who will win Millwall vs Derby?

10 of 10 AI models pick Millwall to win (100%). The mean predicted score is 1–0 at 52% average confidence (medium).

Consensus of independent AI models on TuringStats, updated before kickoff. Not betting advice.

Head-to-head history → Millwall form Derby form

All 10 AIs agree. When the whole council agrees, it has been right 62% of the time (751 matches).

10 AI models read this match. The plurality on 1X2 leans toward Millwall (10 of 10 models). The mean predicted score (rounded from all models) is 1–0 at 52% mean confidence (Medium band) — see the strip and table below.

Who do you think will win?

Vote before kick-off and compare with AI

Championship table Where Millwall and Derby stand right now
— Consensus

Where the panel lands.

Vote share across models. Read this strip first, then the line-by-line table.

Millwall win 100%

10 / 10 models

Draw 0%

0 / 10 models

Derby win 0%

0 / 10 models

— Model breakdown

10 picks. Receipts attached.

Line-by-line comparison of each system’s call.

#
Model
Pick
Score
Conf.
Reasoning
01
GPT-6 Luna
Millwall win
1–0
57%
Millwall’s stronger record, home advantage and recent 1-0 head-to-head win favor a narrow victory. Derby have scored only 10 times, failed to score in four matches and possess just one win, supporting a low-scoring 1-0.
02
Claude Sonnet 5.5
Millwall win
2–0
56%
Derby struggle badly on the road (1W, 4 blanks, 10 goals in 12), Millwall have 4 clean sheets and won last H2H at The Den 1-0.
03
Gemini 3.8 Flash
Millwall win
1–0
52%
Derby have won just once this season and struggle for goals. At The Den, Millwall's defensive solidity should see them edge a tight, low-scoring contest.
04
Grok 4.7
Millwall win
1–0
42%
Derby’s 1W-7L, 10 goals and frequent blanks point to a low away total. Millwall’s Den H2H (recent 1-0) and modest home edge favour a tight 1-0 grind.
05
DeepSeek V4 Pro
Millwall win
1–0
55%
Millwall's solid home edge and Derby's poor away form (7 losses, 4 scoreless games) point to a tight win; H2H shows three Millwall 1-0 results.
06
Qwen 3.8 Max
Millwall win
1–0
58%
Derby's poor attack (10 goals in 12, failed to score 4 times) and Millwall's H2H dominance at The Den support a narrow home win; most recent meeting ended 1-0.
07
Meta Muse Spark 1.3
Millwall win
1–0
52%
Millwall unbeaten in last five vs Derby with two 1-0 wins at The Den; Derby have one win and 10 goals with depleted defence.
08
Kimi K3
Millwall win
1–0
48%
Millwall hold stronger form and H2H edge at The Den; Derby struggle badly away with one win all season. Expect tight, low-scoring contest.
09
GLM 5.3
Millwall win
1–0
52%
Derby's poor away form (1W, 4 failed scores) meets Millwall's home edge and H2H dominance; recent meetings are tight and low-scoring, favoring 1-0.
10
MiMo V2.6 Pro
Millwall win
1–0
48%
Millwall's home edge and Derby's blunt attack (10 goals, 4 blanks) point to a tight game; H2H shows three straight Millwall wins or draws, with 1-0 the last meeting at The Den.
— Scoreline frequency

How often each scoreline showed up.

9 of 10 models settled on 1–0. That convergence is a strong scoreline signal—many fixtures fan out wider across the panel.

  • 1–0
    9 models
  • 2–0
    1 model

Bookmakers vs the AI panel

Bet365 · 1.67 / 3.80 / 5.00
Millwall Market 56% · AI 100%
Draw Market 25% · AI 0%
Derby Market 19% · AI 0%

Grey: bookmaker prices as probabilities, margin removed. Lime: share of the 11 AI models picking each result.

Team news

Predicted lineups: Millwall vs Derby

Each side's last starting XI, with players ruled out of this match marked. The confirmed lineups replace this about an hour before kickoff.

Millwall

4-2-3-1 · XI v Portsmouth, 24 Oct
A. Neil
13 L. Dykes
13 Dykes
22 K. Lisbie
22 Lisbie
10 C. Neghli
10 Neghli
25 L. Cundle
25 Cundle
49 D. Mazou-Sacko
49 Mazou-Sacko
14 Jenson Metcalfe
14 Metcalfe
3 Zak Norton Sturge
3 Sturge
5 J. Cooper
5 Cooper
6 C. Taylor
6 Taylor
4 T. Crama
4 Crama
15 M. Crocombe
15 Crocombe

Derby

4-2-3-1 · XI v Sheffield Utd, 24 Oct
J. Eustace
11 S. Szmodics
11 Szmodics
23 J. Ward
23 Ward
Out
28 D. Sanderson
28 Sanderson
4 D. Ozoh
4 Ozoh
24 R. Nyambe
24 Nyambe
9 C. Morris
9 Morris
19 H. Meister
19 Meister
26 R. Hedges
26 Hedges
8 B. Clark
8 Clark
10 R. Brewster
10 Brewster
1 J. Widell Zetterström
1 Zetterström

1 of this XI is ruled out of this match or no longer at the club.

Season data

Championship numbers for both sides, when they score and the players who carry them.

Millwall

4-2-3-1
W-D-L
4-3-5
Goals
19-20
Clean sheets
4
Failed to score
2
Best win run
2
Penalties
1/1
When they score
15'30'45'60'75'90'
When they concede
15'30'45'60'75'90'

Derby

4-2-3-1
W-D-L
1-4-7
Goals
10-21
Clean sheets
1
Failed to score
4
Best win run
1
Penalties
0/0
When they score
15'30'45'60'75'90'
When they concede
15'30'45'60'75'90'

Key players · Millwall

  • L. Dykes 4 G · 1 A · 12 apps

Key players · Derby

  • No player in the competition's top scorers or assisters.

Top scorers · Championship

  1. 1 W. Lankshear Middlesbrough 11
  2. 2 A. Guðjohnsen Blackburn 8
  3. 3 C. Larin Southampton 7
  4. 4 J. Bowen West Ham 6
  5. 5 J. Moylan Cardiff 6
Venue The Den, London
Referee Anthony Backhouse
New at Millwall R. Esse (Crystal Palace), F. Marschall (Stevenage), L. Dykes (Charlton)
New at Derby C. Allen (FC Halifax Town), N. Bilokapić (Ipswich), E. Cashin (Brighton)
— Aggregated insights

What’s moving the panel.

01
Consensus favors Millwall

100% of models lean home — the clearest cluster on this fixture before kickoff.

02
Medium confidence

Mean 52% across the panel with real dispersion — compare unanimous calls vs split tickets in the model table.

03
xG tilt 1.10 vs 0.00

Derived from predicted scorelines (model means), not live match data — useful for pace vs vote-share sanity checks.

04
Match context

Expected-goals tilt and home-field rhythm (see xG on this page) usually explain whether the game stays open or compresses late.

Ask the Council about this match

Pro

10 AI models vote yes or no with this match's last-5 form, head-to-head, live status and the model picks above attached — not from memory. Then keep asking the same council follow-ups.

Match stats forecast

Corners, cards and shots from each side's last 10 matches at this venue, blended with the league average. Pure statistics, not an AI vote.

No AI
Metric Millwall Derby Expected total Lean
Corners 5.1 4.5 9.7 Over 9.5 50% Ask AI
Yellow cards 1.1 2.5 3.6 Under 3.5 52% Ask AI
Shots 11.9 11.2 23.1 Under 23.5 55% Ask AI
Shots on target 4.1 4.1 8.2 Under 8.5 57% Ask AI

Sample: 10 matches per side. Over the last 90 days the corners lean hit 55% of 249 graded matches, cards 58% of 250. Probabilities are Poisson estimates for information only.

— Match context

Form, history, team news.

Millwall
#13 · 15 PTS · GD -1
Last 5
L D L W D
6 GF · 7 GA
Recent fixtures
  • Portsmouth 2-1 L
  • Lincoln 2-2 D
  • Swansea 0-1 L
  • Preston 0-1 W
  • West Ham 2-2 D
Team news
J. Coburn — Muscle Injury C. De Norre — Muscle Injury L. Jensen — Muscle Injury M. Luongo — Knee Injury F. Marschall — Injury M. Servais — Inactive T. Arconte — Ankle Injury
Derby
#23 · 7 PTS · GD -11
Last 5
D L L D D
4 GF · 8 GA
Recent fixtures
  • Sheffield Utd 1-1 D
  • Stoke City 0-1 L
  • QPR 4-1 L
  • Wrexham 1-1 D
  • Burnley 1-1 D
Team news
P. Agyemang — Achilles Tendon Injury E. Cashin — Inactive M. Clarke — Calf Injury C. Forsyth — Knee Injury S. Langas — Injury D. Murkin — Hamstring Injury D. Sanderson — Red Card C. Taylor — Injury L. Travis — Ankle Injury
— Head to head

Last five meetings.

MIL 3 · D 2 · DER 0

MIL VS DER
1-0
HOME WIN
Mar 10, 2026
DER VS MIL
1-1
DRAW
Dec 10, 2025
DER VS MIL
0-1
AWAY WIN
Feb 22, 2025
MIL VS DER
1-1
DRAW
Oct 19, 2024
DER VS MIL
1-2
AWAY WIN
Feb 23, 2022

Confidence trend

Cumulative average confidence in table order.

First model Last model

Betting tips (AI-signal view)

Educational only — not financial advice. We summarize how the AI picks cluster so you can cross-check with your own staking plan.

  • Lean with the plurality: when 100% of models side with Millwall, treat that as the default script unless late team news breaks the assumptions.
  • Watch the draw lane at 0% — tight Championship games often compress toward stalemates when both midfields win the second-ball.
  • If you chase “best bets today” narratives, require alignment between the headline pick and the score-frequency table; conflicting signals usually mean thinner edge.

Odds & analysis (implied probabilities)

Implied fair percentages from the model vote share (normalized to 100%) approximate how a balanced market might price the 1X2 if it mirrored this panel — useful for odds analysis homework even though we do not quote sportsbook ticks here.

Millwall
~100%
implied lean
Draw
~0%
implied lean
Derby
~0%
implied lean

Over / under prediction (totals)

Model-derived xG sums to 1.10 goals in expectation. A notional totals line near 1.4 is consistent with that pace (rounded for readability). If your sportsbook posts a similar number, compare juice and live team news before deciding either side of the total.

Handicap prediction (spread-style read)

When Millwall is priced as the stronger side in the model vote, a −1 handicap narrative only clears if the most common scorelines include multi-goal wins. Cross-check the score-frequency list: if tight one-goal wins dominate, Asian handicaps near pick’em or −0.5 / −0.75 splits often fit the story better than a full −1.5 sell.

BTTS prediction (both teams to score)

With combined offensive weight near 1.10 xG, a heuristic “both teams score” prior lands around 55% yes before defensive adjustments. If several top models forecast clean-sheet pathways, downgrade BTTS enthusiasm even when the raw xG sum looks juicy.

Best bet framing (consensus-led)

Our headline best bet label follows the consensus recommendation: Millwall win. Pair that with the confidence band (Medium) — high dispersion across models usually argues for smaller stake or pass, even when the headline pick looks tempting for a today prediction card on social.

Match overview

Looking for a today prediction on Millwall vs Derby in Championship? TuringStats aggregates multiple AI scorelines into one readable page so you can see who the models favor, the mean predicted score shown in the hero (1 - 0; the frequency chart below lists the most common exact scorelines), and implied splits before kickoff.

This prediction hub is written for readers comparing betting tips-style language with transparent model votes — not a single black-box call. The headline read is Millwall win, with vote shares roughly 100% / 0% / 0% home, draw, and away (rounded).

If you are asking who will win Millwall vs Derby, start with the consensus strip and model table, then cross-check form and injuries in Match context further down — that order keeps the strongest signals first.

Explore more

Keep browsing today prediction coverage and league hubs.

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— Journal

Articles linked to these clubs or AI forecasting.

Ask multiple AIs about this match.

10 models vote yes or no with this match's last-5 form, head-to-head, live status and our model picks attached — not from memory. Then ask follow-ups to the same council.