Swansea 0-1 Millwall – Result & Analysis
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Poisson model rates Swansea at 40% — neither recent form nor the head-to-head data gives a clear steer either way as Swansea face Millwall.
✍️ Match Preview
Pre-Match Analysis
Swansea and Millwall meet at Swansea.com Stadium in Championship (matchday 46). This fixture gets under way on Saturday 4 May 2024 at 13:30 UK time.
Current Form
Swansea's record over their last 10 games: 4W 3D 3L (1.50 PPG). Last five: L W W W D. They are averaging 1.40 goals per game and conceding 0.80 — a modest attacking output that tempers optimism on the Over 2.5 market. Defensively, conceding just 0.80 per game is an exceptional defensive record. 4 clean sheets in 10 games (40%) reflects a solid defensive base. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes.
In front of their own supporters, Swansea have posted 5W 0D 5L from their last 10 home games — 1.50 PPG. At home they are averaging 1.10 goals scored and 1.20 conceded per game. 4 home clean sheets from their last 10 home games (40%) — a solid defensive base on their own ground. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.
Millwall (all games): 5W 2D 3L across their last 10 — 1.70 points per game. Last five: L W W W W. Their scoring rate of 1.00 per game is modest, conceding 0.80 — not a side to back heavily on the Over 2.5 from their form alone. Defensively, 0.80 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 4 clean sheets in 10 outings (40%) underlines their defensive solidity.
On the road, Millwall have gone 3W 1D 6L in their last 10 away fixtures (1.00 PPG). Away from home they average 0.70 goals scored and 1.20 conceded per game. Their away PPG of 1.00 is notably below their overall 1.70 — form away from home has been a clear weakness recently.
A near-identical PPG reading — 1.50 for Swansea, 1.70 for Millwall — means the form record is uninstructive on result selection. The goals and market sections will carry greater evidential weight.
Head-to-Head
The head-to-head record is closely matched — across the 4 H2H matches in our data, Swansea edge it 2 wins to 1, with 1 draw. Neither side has a commanding advantage.
The 4 H2H matches in our data averaged 2.8 goals per game — a neutral rate that gives no strong lean on the goals market from the H2H alone. The most recent of those, on 30 Sep 2023, ended Swansea 3–0 Millwall — a Swansea win.
The head-to-head data offers no strong steer in either the result or goals markets. Form, the model and current market pricing should carry more weight for this fixture.
Trading & In-Play
Swansea — key trading statistics (last 91 games, 45 of them at home): at least one goal arrives before half-time in 78% of their matches in home games; when goalless at HT, a second-half goal follows 84% of the time; of the 31 games they led at half-time, they failed to win 36%; of the 33 games they trailed at half-time, they recovered to draw or win 33%; BTTS occurs in 53% of their matches (home games); Over 2.5 goals lands in 58% of games (home games).
Millwall — key trading statistics (last 91 games, 45 of them away): at least one goal arrives before half-time in 58% of their matches in away games; when goalless at HT, a second-half goal follows 79% of the time; of the 26 games they led at half-time, they failed to win 27%; BTTS occurs in 42% of their matches (away games); Over 2.5 goals lands in 38% of games (away games); they fail to score in 34% of games.
BTTS rates are mixed from the trading data — Swansea 58% versus Millwall 41%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Swansea 57% | Millwall 38%). Note also that Millwall surrender HT leads in 27% of cases while Swansea recover from half-time deficits to draw or win 33% of the time — a dynamic that could influence in-play positioning.
Poisson Model
The Poisson distribution model projects Swansea 1.12 xG and Millwall 0.92 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: Swansea attack 0.883 / defence 1.004 | Millwall attack 0.796 / defence 0.941. League average goals — home 1.353 / away 1.156. Millwall's attack rating of 0.796 is below the league average, which holds their xG down at 0.92. Data: built from Swansea's last 91 games and Millwall's last 91.
Result probabilities: Swansea 40% | Draw 30% | Millwall 30%. Fair-value odds: Swansea 2.49 | Draw 3.31 | Millwall 3.37. This is a low-confidence result — no outcome reaches 45%. The draw at 30% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 34% | BTTS Yes probability 41% | Total xG 2.05. Under 2.5 is the strongly backed market at 66% probability — total xG of 2.05 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match. BTTS No at 59% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.
Verdict
The Poisson model's primary lean is Swansea at 40% — marginal model lean. Draw probability of 30% warrants consideration of Double Chance or Draw No Bet on Swansea if the outright odds are short. The opposing side holds a 30% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.05 xG in total — Under 2.5 at 66% — mixed conviction, supported by recent form (Swansea's last 10 home games and Millwall's last 10 away games) averaging 2.1 goals per game — though the H2H data averaging 2.8 goals per game across 4 H2H matches points the other way.
Poisson assigns a 59% probability to BTTS No based on the attack/defence strength model. Form rates corroborate — both teams scored in: Swansea 30% (last 10 home games) | Millwall 40% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Swansea vs Millwall | Competition: Championship, matchday 46 | Venue: Swansea.com Stadium • Kick-off: Saturday 4 May 2024 at 13:30 UK time • Data inputs: head-to-head data, recent form (overall and home/away), the Poisson prediction model and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Swansea 40% | Draw 30% | Millwall 30% • Poisson goal markets: Over 2.5 34% (Under 66%) | BTTS Yes 41% (No 59%) | xG Swansea 1.12 / Millwall 0.92 • Poisson strength factors: Swansea attack 0.883 / def 1.004 | Millwall attack 0.796 / def 0.941 | league avg home 1.353 / away 1.156 • Poisson stance: Swansea (40%) — low confidence — close contest
🧮 Prediction Model
1.12
Swansea xG
Expected Goals
0.92
Millwall xG
41%
BTTS
61%
Over 1.5
34%
Over 2.5
15%
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.
❓ Swansea vs Millwall FAQs
What time does Swansea vs Millwall kick off?
Swansea vs Millwall kicked off at 13:30 UK time on Saturday 4 May 2024 at Swansea.com Stadium.
What was the final score in Swansea vs Millwall?
Swansea 0 - 1 Millwall.
Where is Swansea vs Millwall being played?
The match is being played at Swansea.com Stadium.
What competition is Swansea vs Millwall part of?
Swansea vs Millwall is a Championship fixture (matchday 46) (England).
Who is favourite to win Swansea vs Millwall?
Our statistical model gives Swansea a 40% chance of winning, Millwall a 30% chance, and a 30% chance of a draw — making Swansea the favourite.
Will both teams score in Swansea vs Millwall?
Our model estimates a 41% probability that both Swansea and Millwall will score, so it leans towards BTTS No (59%).
Will Swansea vs Millwall have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 34%, so it leans towards under 2.5 goals (66%).
🧮 Model Insight
Behind the Numbers
Swansea's attacking strength (0.88x league average) is weighed against Millwall's defensive record (0.94x) to produce a home expected-goals figure of 1.12. Flip it around — Millwall's attack (0.80x) against Swansea's defence (1.00x) — and the away total comes out at 0.92.
These ratings are built from Swansea's last 91 games and Millwall's last 91 — a full enough recent sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 15.1%. Close behind: 0-0 (14.6%), 1-0 (12.8%). Those top three scorelines alone account for 43% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Swansea Win
40%
2.49
30%
3.31
30%
3.37
Top 3 Most Likely Scorelines
1 – 0
14.5%
Home win
Most likely
1 – 1
13.4%
Draw
0 – 0
12.9%
Draw
Expected Goals & Win Odds
1.12
Swansea xG
Total xG
2.05
0.92
Millwall xG
2.49
40%
Home win
3.31
30%
Draw
3.37
30%
Away win
Goals Markets
61%
Over 1.5
1.64
39%
Under 1.5
2.56
34%
Over 2.5
2.94
66%
Under 2.5
1.52
15%
Over 3.5
6.67
85%
Under 3.5
1.18
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
41%
BTTS Yes
2.46
59%
BTTS No
1.69
Clean Sheet
40%
2.52
32%
3.08
Win to Nil
16%
6.28
10%
10.37
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.9 | 11.9 | 5.5 | 1.7 | 0.4 | 0.1 |
| 1 | 14.5 | 13.4 | 6.2 | 1.9 | 0.4 | 0.1 |
| 2 | 8.2 | 7.5 | 3.5 | 1.1 | 0.2 | – |
| 3 | 3.1 | 2.8 | 1.3 | 0.4 | 0.1 | – |
| 4 | 0.9 | 0.8 | 0.4 | 0.1 | – | – |
| 5 | 0.2 | 0.2 | 0.1 | – | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Swansea vs Millwall Prediction FAQs
What is the most likely scoreline for Swansea vs Millwall?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.1%.
How many goals are Swansea and Millwall expected to score?
The model projects 1.12 expected goals for Swansea and 0.92 for Millwall, a combined total of 2.05.
How confident is the prediction model for Swansea vs Millwall?
Not very — the model's leading outcome sits at just 40%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Swansea's recent record stands at 33W 24D 34L from 91 games, a 1.35 PPG return, with L-W-W-W-D in the last five.
Millwall, meanwhile, have gone 34W 22D 35L across 91 games — 1.36 PPG, with L-W-W-W-W in their last five.
There isn't much between them on recent form — 1.35 PPG for Swansea against 1.36 for Millwall. Neither side arrives with a clear form advantage.
Home & Away Splits
At home specifically, Swansea have managed 19W 9D 17L from their last 45 home games — 1.47 PPG in front of their own supporters.
Millwall's away record stands at 14W 11D 20L across their last 45 away games, a 1.18 PPG haul.
Scoring & Defensive Trends
Swansea are averaging 1.40 goals scored and 1.41 conceded per game recently; Millwall are on 1.11 scored and 1.15 conceded.
Last 91 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Swansea
Current Season
Millwall
Current Season
Swansea (Home) vs Millwall (Away)
Home games only for the home side · Away games only for the away side
Swansea
Current Season
Millwall
Current Season
❓ Swansea vs Millwall Form FAQs
What form are Swansea and Millwall in coming into this match?
Swansea have gone 33W 24D 34L in their last 91 games (1.35 PPG), while Millwall have gone 34W 22D 35L in their last 91 (1.36 PPG).
Which team has the better venue record — Swansea at home or Millwall away?
Swansea's home record (1.47 PPG) is the stronger of the two venue-specific splits — Swansea at home: 1.47 PPG; Millwall away: 1.18 PPG.
Have Swansea or Millwall been keeping clean sheets recently?
Swansea have kept a clean sheet in 23% of their recent games, Millwall in 33%.
⚔️ Rivalry Insight
History of the Fixture
We have 10 H2H matches between these sides on record, dating back to April 2022 — enough to show some patterns. All of them came in Championship. The most recent was as recently as 13 October 2026, so it is a fresh reference point.
Records & Recent Trends
For context on how one-sided this fixture can get: Swansea won Millwall 0-3 Swansea on 30 Sep 2023, the biggest margin in the H2H matches we hold.
Specifically as hosts in this fixture, Swansea have gone 0W 2D 2L from the 4 H2H matches in our data played on their own ground against Millwall — worth weighing alongside the overall series record.
Last 10 Meetings
3
Swansea
2
Draws
5
Millwall
Recent Meetings
❓ Swansea vs Millwall H2H FAQs
What is the head-to-head record between Swansea and Millwall?
Across the 10 head-to-head matches in our data, Swansea have won 3, Millwall have won 5, and 2 have been drawn.
When did Swansea and Millwall last play each other?
The most recent meeting in our data was on 13 October 2026: Millwall 0-1 Swansea.
Who has won more matches between Swansea and Millwall?
Millwall have the better head-to-head record, with 5 wins from the 10 head-to-head matches in our data.
📈 Trading Insight
How These Sides Start
Swansea are typically involved in an early goal — the half-time board shows at least one in 78% of their matches. They've gone in front at half-time 38% of the time, though they've let that lead slip 35% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 29% of those situations.
Millwall see a goal before the break in 58% of their matches. They've gone in front at half-time 27% of the time, though they've let that lead slip 33% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Swansea 53%, Millwall 42% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 58% (Swansea) and 38% (Millwall).
On the defensive side: Millwall in 38%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Swansea home games / Millwall away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Swansea vs Millwall Trading FAQs
Do both teams usually score in Swansea and Millwall matches?
Not especially — both teams scoring has occurred in only 53% of Swansea's recent matches and 42% of Millwall's, a rate that leans toward BTTS No.
Are Swansea and Millwall matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 58% of Swansea's recent games and 38% of Millwall's, pointing to a tighter contest.
Do Swansea and Millwall matches tend to have early goals?
There has been at least one first-half goal in 78% of Swansea's recent matches and 58% of Millwall's — a useful reference point for first-half goal markets.
Shock result as Millwall defy the odds to beat Swansea 0-1.
📝 Match Report
How It Unfolded
Millwall beat Swansea 0-1 at Swansea.com Stadium, Regular Season - 46, 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 Swansea 1.12 xG and Millwall 0.92 xG, a combined 2.05. The scoreboard read 0-1 for 1 actual goal. Swansea fell 1.1 short of their projected output. Those figures were built on strength ratings of Swansea attack 0.88 / defence 1.00 against Millwall attack 0.80 / defence 0.94, drawn from 91/91 games (CurrentSeason).
On the result, the model split it Swansea 40% | Draw 30% | Millwall 30%, with Swansea to win its most likely call at 40%. The actual Millwall win had been the model's second-ranked read at 30%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 34%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 61% and missed. On both teams to score, the model sat at 41% and the match did not — another call in the model's favour. Historically the two sides average 48% Over 2.5 across their same-competition games (Swansea 57%, Millwall 38%), a base rate that agreed with today's under. Their combined BTTS history runs at 49%, which matched the one-sided outcome.
Trading Patterns vs Reality
Swansea's trading profile (91 games, 45 home) set some clear expectations: BTTS lands in 58% of their matches — today it did not.
Millwall's trading profile (91 games, 45 away) set some clear expectations: BTTS lands in 41% of their matches — today it did not; they keep a clean sheet 33% of the time, and duly kept one.
Form vs Result
The form lines were close — Swansea 1.35 PPG, Millwall 1.36 PPG — offering no strong steer, and the Millwall win broke the near-deadlock. Swansea (home/away splits) managed 0 against a 1.42 scoring average — below par going forward. Millwall (home/away splits) conceded 0 against a 1.20 average — tighter than their form line.
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.
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