Derby vs Millwall – Pre-Match Analysis
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Poisson model favours Millwall (47%) — form and H2H data both point in the same direction as Derby face Millwall.
✍️ Match Preview
Fixture Analysis
It is a Championship clash, Regular Season - 27 as Derby welcome Millwall to Pride Park. Kick-off is set for Saturday 23 January 2027 at 15:00 UTC.
Form Analysis
Looking at all fixtures this season, Derby stand at 1W 3D 6L from 10 Championship matches — 0.60 PPG. Last five: L D L L W. They are averaging 0.90 goals per game and conceding 2.00 — a modest attacking output that tempers optimism on the Over 2.5 market. However, 2.00 goals conceded per game is a concern — opposing attacks have exploited them regularly. Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets. This season is still relatively young for Derby, so this record blends games from this season and last.
Derby's home record at Pride Park: 2W 2D 6L from 10 Championship appearances (0.80 PPG). At home they are averaging 0.90 goals scored and 1.70 conceded per game.
Millwall — All Games: 3W 3D 4L from 10 Championship fixtures this season — 1.20 PPG. Last five: L D L W L. They are scoring at 1.70 per game and conceding 1.60. 2 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Millwall, so this record blends games from this season and last.
Millwall's form when playing away from home: 3W 3D 4L across 10 road games this term (1.20 PPG). Away from home they average 1.20 goals scored and 1.70 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
Form points away from home here. Millwall's 1.20 PPG return is 0.60 points per game ahead of Derby's 0.60 — the visitors are the form-based selection, and Double Chance is an alternative worth pricing if the outright looks tight.
Head to Head
Millwall have tended to come out on top in this fixture, winning 4 of the last 7 encounters against Derby's 0 victories.
The 7 previous meetings have averaged 2.3 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 31 Oct 2026, ended 1–4 with Millwall winning.
It is worth noting that Millwall have a superior record in this fixture despite their visitor status — 4 wins from 7 meetings. Home advantage alone is not a sufficient reason to dismiss that track record.
In-Play Data
Derby trading profile (61 games, 30 at home): they score before half-time in 79% of fixtures in home games; when goalless at HT, a second-half goal follows 100% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 60% of their matches (home games); Over 2.5 goals lands in 43% of games (home games).
Millwall trading profile (61 games, 30 at away): they score before half-time in 67% of fixtures in away games; when goalless at HT, a second-half goal follows 80% of the time; two or more arrive in the second half on 60% of those occasions; BTTS occurs in 57% of their matches (away games); Over 2.5 goals lands in 47% of games (away games).
BTTS rates are mixed from the trading data — Derby 64% versus Millwall 48%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Derby 54% | Millwall 52%).
Poisson Model
The Poisson distribution model projects Derby 1.08 xG and Millwall 1.52 xG. These expected goals figures are the primary input: they feed a goal-probability matrix across all scoreline combinations to derive the result and market probabilities below. Underlying strength ratings: Derby attack 0.631 / defence 1.287 | Millwall attack 0.912 / defence 1.129. League average goals — home 1.514 / away 1.292. Derby's attack strength of 0.631 is below the league average — the 1.08 xG projection reflects a team that scores at a discount to the division norm. Data: 60 Derby games / 60 Millwall games used (CurrentSeason).
Result probabilities: Derby 27% | Draw 26% | Millwall 47%. Fair-value odds: Derby 3.70 | Draw 3.85 | Millwall 2.13. Millwall hold a narrow Poisson edge at 47% — the draw (26%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 48% | BTTS probability 52% | Total xG 2.60. Over/Under 2.5 is close to a coin-flip at 48%/52% — the total xG of 2.60 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 52% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Summary & Verdict
The Poisson model's primary lean is Millwall at 47% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 26% draw probability, Draw No Bet on Millwall offers a more defensible entry point than the straight win.
Poisson projects 2.60 total expected goals, pointing to Under 2.5 at 48% probability — Poisson-only — limited corroboration conviction.
The Poisson model's BTTS call is Yes at 52%. Form rates corroborate: Derby 50% | Millwall 60% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Derby vs Millwall | Competition: Championship, Regular Season - 27 | Venue: Pride Park • Kick-off: Saturday 23 Jan 2027, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Derby 27% | Draw 26% | Millwall 47% • Poisson goal markets: Over 2.5 48% | BTTS 52% | xG Derby 1.08 / Millwall 1.52 • Poisson strength factors: Derby attack 0.631 / def 1.287 | Millwall attack 0.912 / def 1.129 | league avg home 1.514 / away 1.292 • Poisson stance: Millwall (47%) — moderate lean
🧮 Prediction Model
1.08
Derby xG
Expected Goals
1.52
Millwall xG
52%
BTTS
73%
Over 1.5
48%
Over 2.5
26%
Over 3.5
Full score-by-score matrix & model internals in the "Full Poisson Detail" section below ↓
⚠️ This analysis is generated algorithmically from statistical data and is intended for informational purposes only. It does not constitute betting advice. Please gamble responsibly.
❓ Frequently Asked Questions
What time does Derby vs Millwall kick off?
Derby vs Millwall is scheduled to kick off at 15:00 on Saturday 23 January 2027 at Pride Park.
Where is Derby vs Millwall being played?
The match is being played at Pride Park.
What competition is Derby vs Millwall part of?
Derby vs Millwall is a Regular Season - 27 fixture in the Championship (England).
Who is favourite to win Derby vs Millwall?
Our statistical model gives Derby a 27% chance of winning, Millwall a 47% chance, and a 26% chance of a draw — making Millwall the favourite.
Will both teams score in Derby vs Millwall?
Our model estimates a 52% probability that both Derby and Millwall will score (BTTS).
Will Derby vs Millwall have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 48%.
What is the head-to-head record between Derby and Millwall?
Record (7 meetings): Derby 0W | Draws 3 | Millwall 4W.
What form are Derby and Millwall in?
Derby (all comps): 1W-3D-6L in 10 | 0.60 PPG | GF 0.90 / GA 2.00 | L5 L-D-L-L-W. Millwall (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.70 / GA 1.60 | L5 L-D-L-W-L.
🧮 Model Insight
Model Mechanics
The model rates Derby's attack at 0.63x the league average against Millwall's defence at 1.13x — combine the two and it projects 1.08 expected goals for the hosts. The same calculation in reverse, Millwall's attack versus Derby's defence, projects 1.52 expected goals for the visitors.
These ratings are built from 60/60 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 13.8% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-1 (9.7%), 1-2 (9.3%). Those top three scorelines alone account for 33% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Millwall Win
27%
3.71
26%
3.90
47%
2.11
Top 3 Most Likely Scorelines
1 – 1
12.2%
Draw
Most likely
0 – 1
11.3%
Away win
1 – 2
9.3%
Away win
Expected Goals & Win Odds
1.08
Derby xG
Total xG
2.60
1.52
Millwall xG
3.71
27%
Home win
3.90
26%
Draw
2.11
47%
Away win
Goals Markets
73%
Over 1.5
1.37
27%
Under 1.5
3.70
48%
Over 2.5
2.08
52%
Under 2.5
1.92
26%
Over 3.5
3.85
74%
Under 3.5
1.35
12%
Over 4.5
8.33
88%
Under 4.5
1.14
Match Markets
Both Teams to Score
52%
BTTS Yes
1.94
48%
BTTS No
2.06
Clean Sheet
22%
4.56
34%
2.94
Win to Nil
6%
16.90
16%
6.21
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.5 | 11.3 | 8.6 | 4.3 | 1.6 | 0.5 |
| 1 | 8.0 | 12.2 | 9.3 | 4.7 | 1.8 | 0.5 |
| 2 | 4.3 | 6.6 | 5.0 | 2.5 | 1.0 | 0.3 |
| 3 | 1.6 | 2.4 | 1.8 | 0.9 | 0.3 | 0.1 |
| 4 | 0.4 | 0.6 | 0.5 | 0.2 | 0.1 | – |
| 5 | 0.1 | 0.1 | 0.1 | 0.1 | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Derby vs Millwall?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.8%.
How many goals are Derby and Millwall expected to score?
The model projects 1.08 expected goals for Derby and 1.52 for Millwall, a combined total of 2.60.
How confident is the prediction model for Derby vs Millwall?
Not very — the model's leading outcome sits at just 47%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Across their last 61 outings, Derby have picked up 1.30 PPG on a 22W 13D 26L record — L-D-L-L-W across the most recent five. The sample for Derby is still a mix of this season and last, given how young the current campaign is.
Millwall's form line: 28W 15D 18L from 61 games, 1.62 PPG, last five L-D-L-W-L. The sample for Millwall is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Derby on 1.30 PPG, Millwall on 1.62. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
On home soil, Derby have posted 1.37 PPG from 30 outings (11W 8D 11L).
On the road, Millwall have gone 12W 10D 8L from 30 away games — 1.53 PPG when travelling.
The Goals Picture
Derby are averaging 1.33 goals scored and 1.46 conceded per game recently; Millwall are on 1.39 scored and 1.21 conceded.
On BTTS specifically: Derby have seen both teams score in 64% of their recent games.
Defensively: Millwall in 38% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 61 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Derby
Blended
Millwall
Blended
❓ Frequently Asked Questions
What form are Derby and Millwall in coming into this match?
Derby have gone 22W 13D 26L in their last 61 games (1.30 PPG), while Millwall have gone 28W 15D 18L in their last 61 (1.62 PPG).
Which team has the better venue record — Derby at home or Millwall away?
Millwall's away record (1.53 PPG) is the stronger of the two venue-specific splits — Derby at home: 1.37 PPG; Millwall away: 1.53 PPG.
Have Derby or Millwall been keeping clean sheets recently?
Derby have kept a clean sheet in 21% of their recent games, Millwall in 38%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Derby and Millwall runs to 7 recorded meetings, the earliest dating back to November 2021. Every recorded meeting has come in Championship. The two were last together as recently as 31 October 2026, so this form is fresh in the memory.
Digging Into the Numbers
There's a clear current trend here: Millwall have taken the last 2 head-to-head results.
The biggest gap between the sides came on 31 Oct 2026, when Millwall won 4-1 — the largest margin of victory on record between these two.
Derby's record when hosting Millwall specifically: 0W 1D 2L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 7 Meetings
0
Derby
3
Draws
4
Millwall
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Derby and Millwall?
From 7 meetings on record, Derby have won 0, Millwall have won 4, and 3 have been drawn.
When did Derby and Millwall last play each other?
They last met on 31 October 2026, when Millwall 4-1 Derby.
Who has won more matches between Derby and Millwall?
Millwall have the better head-to-head record, with 4 wins from 7 meetings.
📈 Trading Insight
Half-Time Trends
Derby are typically involved in an early goal — the half-time board shows at least one in 79% of their matches. They've gone in front at half-time 31% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 14% of those situations.
Millwall are typically involved in an early goal — the half-time board shows at least one in 67% of their matches.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Derby 60%, Millwall 57% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 43% (Derby) and 47% (Millwall).
On the defensive side: Millwall in 33%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Derby home games / Millwall away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Derby play Millwall?
Yes — based on recent matches, both teams have scored in 60% of Derby's games and 57% of Millwall's, a combined rate that favours BTTS Yes.
Is Derby vs Millwall usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 43% of Derby's recent games and 47% of Millwall's, pointing to a tighter contest.
Do Derby and Millwall tend to score early?
Derby have had a goal before half-time in 79% of their recent matches, Millwall in 67% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.
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