Cardiff 1-0 Millwall – Result & Analysis
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Poisson model favours Millwall (47%) — form and H2H data both point in the same direction as Cardiff face Millwall.
✍️ Match Preview
Analysis & Preview
A Championship encounter, Regular Season - 8 sees Millwall travel to Cardiff City Stadium to take on Cardiff. The game is scheduled for Tuesday 1 October 2024, 19:45 UTC.
Form Analysis
Looking at all fixtures this season, Cardiff stand at 1W 1D 8L from 10 Championship matches — 0.40 PPG. Last five: D L L L L. They are averaging 0.70 goals per game and conceding 2.70 — a modest attacking output that tempers optimism on the Over 2.5 market. However, 2.70 goals conceded per game is a concern — opposing attacks have exploited them regularly. Cardiff have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Cardiff at Cardiff City Stadium this season: 4W 0D 6L from 10 home games — 1.20 PPG on home soil. At home they are averaging 0.90 goals scored and 1.80 conceded per game. Their home PPG of 1.20 is noticeably stronger than their overall 0.40 — Cardiff are significantly better at Cardiff City Stadium than their overall form suggests.
Across all Championship games this season, Millwall have recorded 5W 2D 3L from 10 outings — 1.70 PPG. Last five: D W L D W. They are scoring at 1.50 per game and conceding 1.00. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not. Millwall have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
When travelling in Championship this season, Millwall have posted 3W 3D 4L from 10 away outings — 1.20 PPG. Away from home they average 1.00 goals scored and 1.20 conceded per game. Their away PPG of 1.20 is notably below their overall 1.70 — form away from home has been a clear weakness this season.
Despite the home advantage, the form figures favour Millwall — 1.30 PPG ahead of the hosts (1.70 vs 0.40). That gap is large enough to take seriously. Draw No Bet on the visitors neutralises home-ground risk while maintaining the form-backed selection.
H2H Record
There is little to separate the sides historically. From 6 previous meetings, Cardiff have won 2, Millwall 4, with 0 draws — a balanced ledger that offers no obvious directional steer on its own.
The 6 previous meetings have averaged 2.5 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 13 Apr 2024, ended 1–3 with Millwall winning.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
In-Play Data
Cardiff trading profile (53 games, 26 at home): they score before half-time in 69% of fixtures in home games; when goalless at HT, a second-half goal follows 87% of the time; BTTS occurs in 42% of their matches (home games); Over 2.5 goals lands in 42% of games (home games); they fail to score in 36% of games.
Millwall trading profile (53 games, 26 at away): they score before half-time in 54% of fixtures in away games; when goalless at HT, a second-half goal follows 84% of the time; BTTS occurs in 46% of their matches (away games); Over 2.5 goals lands in 35% of games (away games); they fail to score in 30% of games.
BTTS rates are mixed from the trading data — Cardiff 45% versus Millwall 42%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cardiff 49% | Millwall 40%).
Poisson Model
The Poisson distribution model projects Cardiff 0.94 xG and Millwall 1.36 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: Cardiff attack 0.670 / defence 1.281 | Millwall attack 1.000 / defence 0.984. League average goals — home 1.424 / away 1.062. Cardiff's attack strength of 0.670 is below the league average — the 0.94 xG projection reflects a team that scores at a discount to the division norm. Data: 53 Cardiff games / 53 Millwall games used (CurrentSeason).
Result probabilities: Cardiff 26% | Draw 28% | Millwall 47%. Fair-value odds: Cardiff 3.85 | Draw 3.57 | Millwall 2.13. Millwall hold a narrow Poisson edge at 47% — the draw (28%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 40% | BTTS probability 45% | Total xG 2.30. Under 2.5 has a narrow probability edge at 60% — total xG of 2.30 is below the line but not decisively so. BTTS probability of 45% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Analysis Verdict
On the Poisson output, Millwall are the pick at 47% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 28% draw probability, Draw No Bet on Millwall offers a more defensible entry point than the straight win.
The Poisson model projects 2.30 xG in total — Under 2.5 at 40% — Poisson-only — limited corroboration confidence.
On the BTTS market, Poisson puts 45% on No. Form rates are neutral: Cardiff 50% | Millwall 50%.
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Millwall | Competition: Championship, Regular Season - 8 | Venue: Cardiff City Stadium • Kick-off: Tuesday 1 Oct 2024, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cardiff 26% | Draw 28% | Millwall 47% • Poisson goal markets: Over 2.5 40% | BTTS 45% | xG Cardiff 0.94 / Millwall 1.36 • Poisson strength factors: Cardiff attack 0.670 / def 1.281 | Millwall attack 1.000 / def 0.984 | league avg home 1.424 / away 1.062 • Poisson stance: Millwall (47%) — moderate lean
🧮 Prediction Model
0.94
Cardiff xG
Expected Goals
1.36
Millwall xG
45%
BTTS
67%
Over 1.5
40%
Over 2.5
20%
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 Cardiff vs Millwall kick off?
Cardiff vs Millwall kicked off at 19:45 on Tuesday 1 October 2024 at Cardiff City Stadium.
What was the final score in Cardiff vs Millwall?
Cardiff 1 - 0 Millwall.
Where is Cardiff vs Millwall being played?
The match is being played at Cardiff City Stadium.
What competition is Cardiff vs Millwall part of?
Cardiff vs Millwall is a Regular Season - 8 fixture in the Championship (England).
Who is favourite to win Cardiff vs Millwall?
Our statistical model gives Cardiff a 26% chance of winning, Millwall a 47% chance, and a 28% chance of a draw — making Millwall the favourite.
Will both teams score in Cardiff vs Millwall?
Our model estimates a 45% probability that both Cardiff and Millwall will score (BTTS).
Will Cardiff vs Millwall have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 40%.
What is the head-to-head record between Cardiff and Millwall?
Record (6 meetings): Cardiff 2W | Draws 0 | Millwall 4W.
What form are Cardiff and Millwall in?
Cardiff (all comps): 1W-1D-8L in 10 | 0.40 PPG | GF 0.70 / GA 2.70 | L5 D-L-L-L-L. Millwall (all comps): 5W-2D-3L in 10 | 1.70 PPG | GF 1.50 / GA 1.00 | L5 D-W-L-D-W.
🧮 Model Insight
How the Model Works This Match
Cardiff's attacking strength (0.67x league average) is weighed against Millwall's defensive record (0.98x) to produce a home expected-goals figure of 0.94. The same calculation in reverse, Millwall's attack versus Cardiff's defence, projects 1.36 expected goals for the visitors.
These ratings are built from 53/53 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 14.5%. Close behind: 0-1 (12.0%), 0-0 (11.7%). Those top three scorelines alone account for 38% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Millwall Win
26%
3.86
28%
3.63
47%
2.15
Top 3 Most Likely Scorelines
0 – 1
13.7%
Away win
Most likely
1 – 1
12.8%
Draw
0 – 0
10.0%
Draw
Expected Goals & Win Odds
0.94
Cardiff xG
Total xG
2.30
1.36
Millwall xG
3.86
26%
Home win
3.63
28%
Draw
2.15
47%
Away win
Goals Markets
67%
Over 1.5
1.49
33%
Under 1.5
3.03
40%
Over 2.5
2.50
60%
Under 2.5
1.67
20%
Over 3.5
5.00
80%
Under 3.5
1.25
8%
Over 4.5
12.50
92%
Under 4.5
1.09
Match Markets
Both Teams to Score
45%
BTTS Yes
2.21
55%
BTTS No
1.83
Clean Sheet
26%
3.90
39%
2.55
Win to Nil
7%
15.05
18%
5.49
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 10.0 | 13.7 | 9.3 | 4.2 | 1.4 | 0.4 |
| 1 | 9.4 | 12.8 | 8.7 | 4.0 | 1.3 | 0.4 |
| 2 | 4.4 | 6.0 | 4.1 | 1.9 | 0.6 | 0.2 |
| 3 | 1.4 | 1.9 | 1.3 | 0.6 | 0.2 | 0.1 |
| 4 | 0.3 | 0.4 | 0.3 | 0.1 | – | – |
| 5 | 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 Cardiff vs Millwall?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.5%.
How many goals are Cardiff and Millwall expected to score?
The model projects 0.94 expected goals for Cardiff and 1.36 for Millwall, a combined total of 2.30.
How confident is the prediction model for Cardiff 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
Form at a Glance
Across their last 53 outings, Cardiff have picked up 1.19 PPG on a 19W 6D 28L record — D-L-L-L-L across the most recent five. It's still early in the season for Cardiff, so this record blends in a handful of games from last season too.
Millwall's form line: 18W 13D 22L from 53 games, 1.26 PPG, last five D-W-L-D-W. It's still early in the season for Millwall, so this record blends in a handful of games from last season too.
Form-wise this is close to level: Cardiff on 1.19 PPG, Millwall on 1.26. Other factors will likely decide this one more than recent results.
Venue Form
On home soil, Cardiff have posted 1.27 PPG from 26 outings (10W 3D 13L).
On the road, Millwall have gone 7W 8D 11L from 26 away games — 1.12 PPG when travelling.
Goals in Recent Form
Cardiff are averaging 1.04 goals scored and 1.64 conceded per game recently; Millwall are on 1.08 scored and 1.23 conceded.
Last 53 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Early Season
Millwall
Early Season
❓ Frequently Asked Questions
What form are Cardiff and Millwall in coming into this match?
Cardiff have gone 19W 6D 28L in their last 53 games (1.19 PPG), while Millwall have gone 18W 13D 22L in their last 53 (1.26 PPG).
Which team has the better venue record — Cardiff at home or Millwall away?
Cardiff's home record (1.27 PPG) is the stronger of the two venue-specific splits — Cardiff at home: 1.27 PPG; Millwall away: 1.12 PPG.
Have Cardiff or Millwall been keeping clean sheets recently?
Cardiff have kept a clean sheet in 23% of their recent games, Millwall in 34%.
⚔️ Rivalry Insight
Fixture History
8 meetings separate these sides on the data we hold, the series stretching back to August 2021. Every recorded meeting has come in Championship. It has been a while since the last meeting — 21 January 2025, some 3 years back — so squads and form on both sides may look very different now.
Streaks & Records
Cardiff's record when hosting Millwall specifically: 3W 0D 1L from 4 games — a narrower, venue-specific slice of the head-to-head picture.
Last 8 Meetings
3
Cardiff
1
Draws
4
Millwall
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cardiff and Millwall?
From 8 meetings on record, Cardiff have won 3, Millwall have won 4, and 1 have been drawn.
When did Cardiff and Millwall last play each other?
They last met on 21 January 2025, when Millwall 2-2 Cardiff.
Who has won more matches between Cardiff and Millwall?
Millwall have the better head-to-head record, with 4 wins from 8 meetings.
📈 Trading Insight
First-Half Patterns
Cardiff are typically involved in an early goal — the half-time board shows at least one in 69% of their matches.
Millwall see a goal before the break in 54% of their matches.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Cardiff 42%, Millwall 46% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 42% (Cardiff) and 35% (Millwall).
On the defensive side: Millwall in 35%; Cardiff have failed to score in 38% of games; Millwall in 31%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cardiff 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 Cardiff play Millwall?
Not especially — both teams scoring has occurred in only 42% of Cardiff's recent matches and 46% of Millwall's, a rate that leans toward BTTS No.
Is Cardiff vs Millwall usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 42% of Cardiff's recent games and 35% of Millwall's, pointing to a tighter contest.
Do Cardiff and Millwall tend to score early?
Cardiff have had a goal before half-time in 69% of their recent matches, Millwall in 54% — a useful reference point for first-half goal markets.
Shock result as Cardiff defy the odds to beat Millwall 1-0.
📝 Match Report
How It Unfolded
Cardiff beat Millwall 1-0 at Cardiff City Stadium, Regular Season - 8, in the Championship. That is the final score; the rest of this report grades it against what the data forecast beforehand.
The Model vs The Result
The Poisson model went into this projecting Cardiff 0.94 xG and Millwall 1.36 xG, a combined 2.30. The scoreboard read 1-0 for 1 actual goal. Millwall landed 1.4 under their projected return. Those figures were built on strength ratings of Cardiff attack 0.67 / defence 1.28 against Millwall attack 1.00 / defence 0.98, drawn from 53/53 games (CurrentSeason).
On the result, the model split it Cardiff 26% | Draw 28% | Millwall 47%, with Millwall to win its most likely call at 47%. The actual Cardiff win had been the model's second-ranked read at 26%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 40%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 67% and missed. On both teams to score, the model sat at 45% and the match did not — another call in the model's favour. Historically the two sides average 44% Over 2.5 across their same-competition games (Cardiff 49%, Millwall 40%), a base rate that agreed with today's under. Their combined BTTS history runs at 43%, which matched the one-sided outcome.
Trading Patterns vs Reality
Cardiff's trading profile (53 games, 26 home) set some clear expectations: BTTS lands in 45% of their matches — today it did not.
Millwall's trading profile (53 games, 26 away) set some clear expectations: BTTS lands in 42% of their matches — today it did not; they keep a clean sheet 34% of the time, and conceded here; they fail to score in 30% of games, a blank that repeated today.
Form vs Result
The form lines were close — Cardiff 1.19 PPG, Millwall 1.26 PPG — offering no strong steer, and the Cardiff win broke the near-deadlock. Cardiff (home/away splits) conceded 0 against a 1.46 average — tighter than their form line. Millwall (home/away splits) managed 0 against a 1.04 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 Key Insights
⚠️ This match report is generated algorithmically from the final score, our prediction model, and each team's historical form and trading data. Analysis is for informational purposes only.