Rotherham 1-2 Swansea – Result & Analysis
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Poisson model rates Rotherham at 41%, yet other data sources diverge — this Rotherham vs Swansea fixture contains genuine analytical tension.
✍️ Match Preview
Match Analysis
Rotherham host Swansea at AESSEAL New York Stadium in Championship, Regular Season - 20. Kick-off is scheduled for Saturday 9 December 2023 at 15:00 UTC.
Form Guide
Rotherham — All Games: 1W 5D 4L from 10 Championship outings this season, averaging 0.80 points per game. Last five: D L D L D. They are averaging 0.90 goals per game and conceding 1.80 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets. This season is still relatively young for Rotherham, so this record blends games from this season and last.
Rotherham's form when playing at home: 3W 5D 2L across 10 games at AESSEAL New York Stadium this term (1.40 PPG). At home they are averaging 1.40 goals scored and 1.20 conceded per game. Both teams have scored in 80% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 1.40 is noticeably stronger than their overall 0.80 — Rotherham are significantly better at AESSEAL New York Stadium than their overall form suggests.
Looking at all fixtures this season, Swansea stand at 3W 3D 4L from 10 Championship matches — 1.20 PPG. Last five: D L D L D. Their scoring rate of 1.30 per game is modest, conceding 1.50 — not a side to back heavily on the Over 2.5 from their form alone. 2 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Swansea, so this record blends games from this season and last.
Swansea's form when playing away from home: 3W 2D 5L across 10 road games this term (1.10 PPG). Away from home they average 1.50 goals scored and 1.60 conceded per game. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture.
There is minimal separation in the form figures — Rotherham at 0.80 PPG versus Swansea's 1.20. The form guide is not providing a strong directional steer; the model and market data will carry more weight in the final assessment.
Both teams score in over 70% of each side's relevant games (using home/away splits). At that combined rate, BTTS Yes is as well-evidenced as it gets — the data strongly backs two-way scoring.
H2H
The rivalry is an even one: 0 wins apiece for Rotherham, 0 for Swansea and 2 shared spoils from 2 past contests. Neither side holds a meaningful historical edge.
The 2 previous meetings have averaged 2.0 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 27 Feb 2023, ended 1–1 with a draw.
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.
Trading Patterns
Rotherham in-play and half-time data (65 games, 32 at home): they score before half-time in 81% of fixtures in home games; when goalless at HT, a second-half goal follows 50% of the time; BTTS occurs in 69% of their matches (home games); Over 2.5 goals lands in 59% of games (home games); they fail to score in 35% of games.
Swansea in-play and half-time data (65 games, 32 at away): they score before half-time in 81% of fixtures in away games; when goalless at HT, a second-half goal follows 75% of the time; BTTS occurs in 62% of their matches (away games); Over 2.5 goals lands in 56% of games (away games).
BTTS rates are mixed from the trading data — Rotherham 52% versus Swansea 60%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Rotherham 49% | Swansea 57%).
Poisson Model
The Poisson distribution model projects Rotherham 1.50 xG and Swansea 1.34 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: Rotherham attack 1.017 / defence 1.035 | Swansea attack 1.080 / defence 1.043. League average goals — home 1.409 / away 1.196. Data: 65 Rotherham games / 65 Swansea games used (CurrentSeason).
Result probabilities: Rotherham 41% | Draw 26% | Swansea 34%. Fair-value odds: Rotherham 2.44 | Draw 3.85 | Swansea 2.94. This is a low-confidence result — no outcome exceeds 45%. The draw at 26% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 54% | BTTS probability 57% | Total xG 2.83. Over/Under 2.5 is close to a coin-flip at 54%/46% — the total xG of 2.83 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 57% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Our Verdict
Poisson rates Rotherham as the most likely outcome at 41% — marginal model lean. With a 26% draw probability, Draw No Bet on Rotherham offers a more defensible entry point than the straight win. The opposing side holds a 34% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.83 combined xG gives a 54% probability to Over 2.5 — reasonable, supported by form averaging 2.9 goals per game.
Poisson assigns a 57% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Rotherham 80% | Swansea 70% BTTS from recent games.
The outsider holds a 34% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Rotherham vs Swansea | Competition: Championship, Regular Season - 20 | Venue: AESSEAL New York Stadium • Kick-off: Saturday 9 Dec 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Rotherham 41% | Draw 26% | Swansea 34% • Poisson goal markets: Over 2.5 54% | BTTS 57% | xG Rotherham 1.50 / Swansea 1.34 • Poisson strength factors: Rotherham attack 1.017 / def 1.035 | Swansea attack 1.080 / def 1.043 | league avg home 1.409 / away 1.196 • Poisson stance: Rotherham (41%) — low confidence — close contest
🧮 Prediction Model
1.50
Rotherham xG
Expected Goals
1.34
Swansea xG
57%
BTTS
78%
Over 1.5
54%
Over 2.5
32%
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 Rotherham vs Swansea kick off?
Rotherham vs Swansea kicked off at 15:00 on Saturday 9 December 2023 at AESSEAL New York Stadium.
What was the final score in Rotherham vs Swansea?
Rotherham 1 - 2 Swansea.
Where is Rotherham vs Swansea being played?
The match is being played at AESSEAL New York Stadium.
What competition is Rotherham vs Swansea part of?
Rotherham vs Swansea is a Regular Season - 20 fixture in the Championship (England).
Who is favourite to win Rotherham vs Swansea?
Our statistical model gives Rotherham a 41% chance of winning, Swansea a 34% chance, and a 26% chance of a draw — making Rotherham the favourite.
Will both teams score in Rotherham vs Swansea?
Our model estimates a 57% probability that both Rotherham and Swansea will score (BTTS).
Will Rotherham vs Swansea have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 54%.
What is the head-to-head record between Rotherham and Swansea?
Record (2 meetings): Rotherham 0W | Draws 2 | Swansea 0W.
What form are Rotherham and Swansea in?
Rotherham (all comps): 1W-5D-4L in 10 | 0.80 PPG | GF 0.90 / GA 1.80 | L5 D-L-D-L-D. Swansea (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.30 / GA 1.50 | L5 D-L-D-L-D.
🧮 Model Insight
How the Model Works This Match
Working from Rotherham's attack rating (1.02) and Swansea's defence rating (1.04), the model arrives at 1.50 expected goals for the home side. The same calculation in reverse, Swansea's attack versus Rotherham's defence, projects 1.34 expected goals for the visitors.
These ratings are built from 65/65 games of current-season data — a full enough sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 1-1 emerges as the single most likely result, at 13.3%. Close behind: 2-1 (8.8%), 1-2 (7.9%). Together the top three scorelines make up 30% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Rotherham Win
41%
2.45
26%
3.92
34%
2.97
Top 3 Most Likely Scorelines
1 – 1
11.8%
Draw
Most likely
1 – 0
8.8%
Home win
2 – 1
8.8%
Home win
Expected Goals & Win Odds
1.50
Rotherham xG
Total xG
2.83
1.34
Swansea xG
2.45
41%
Home win
3.92
26%
Draw
2.97
34%
Away win
Goals Markets
77%
Over 1.5
1.30
23%
Under 1.5
4.35
54%
Over 2.5
1.85
46%
Under 2.5
2.17
31%
Over 3.5
3.23
69%
Under 3.5
1.45
16%
Over 4.5
6.25
84%
Under 4.5
1.19
Match Markets
Both Teams to Score
57%
BTTS Yes
1.74
43%
BTTS No
2.35
Clean Sheet
26%
3.80
22%
4.46
Win to Nil
11%
9.32
8%
13.24
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.9 | 7.9 | 5.3 | 2.3 | 0.8 | 0.2 |
| 1 | 8.8 | 11.8 | 7.9 | 3.5 | 1.2 | 0.3 |
| 2 | 6.6 | 8.8 | 5.9 | 2.6 | 0.9 | 0.2 |
| 3 | 3.3 | 4.4 | 2.9 | 1.3 | 0.4 | 0.1 |
| 4 | 1.2 | 1.6 | 1.1 | 0.5 | 0.2 | – |
| 5 | 0.4 | 0.5 | 0.3 | 0.1 | – | – |
Green = home win · Grey = draw · Amber = away win · White ring = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Rotherham vs Swansea?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.3%.
How many goals are Rotherham and Swansea expected to score?
The model projects 1.50 expected goals for Rotherham and 1.34 for Swansea, a combined total of 2.83.
How confident is the prediction model for Rotherham vs Swansea?
Not very — the model's leading outcome sits at just 41%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Rotherham's recent record stands at 13W 24D 28L from 65 games, a 0.97 PPG return, with D-L-D-L-D in the last five. The sample for Rotherham is still a mix of this season and last, given how young the current campaign is.
Swansea, meanwhile, have gone 23W 18D 24L across 65 games — 1.34 PPG, with D-L-D-L-D in their last five. The sample for Swansea is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Rotherham on 0.97 PPG, Swansea on 1.34. Other factors will likely decide this one more than recent results.
Venue Form
At home specifically, Rotherham have managed 11W 11D 10L from 32 games — 1.38 PPG in front of their own supporters. That's noticeably better than their 0.97 PPG overall — Rotherham are a different proposition at home than their general record suggests.
Swansea's away record stands at 10W 9D 13L across 32 trips, a 1.22 PPG haul.
Goals in Recent Form
Rotherham are averaging 1.02 goals scored and 1.49 conceded per game recently; Swansea are on 1.45 scored and 1.40 conceded.
On BTTS specifically: Swansea in 60%.
Last 65 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Rotherham
Blended
Swansea
Blended
❓ Frequently Asked Questions
What form are Rotherham and Swansea in coming into this match?
Rotherham have gone 13W 24D 28L in their last 65 games (0.97 PPG), while Swansea have gone 23W 18D 24L in their last 65 (1.34 PPG).
Which team has the better venue record — Rotherham at home or Swansea away?
Rotherham's home record (1.38 PPG) is the stronger of the two venue-specific splits — Rotherham at home: 1.38 PPG; Swansea away: 1.22 PPG.
⚔️ Rivalry Insight
Fixture History
4 meetings separate these sides on the data we hold, the series stretching back to July 2022. Every recorded meeting has come in Championship. It has been a while since the last meeting — 13 April 2024, some 1 year back — so squads and form on both sides may look very different now.
Streaks & Records
Swansea go into this on the back of 2 straight wins in the series — the current momentum sits squarely with them.
Rotherham's record when hosting Swansea specifically: 0W 1D 1L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
0
Rotherham
2
Draws
2
Swansea
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Rotherham and Swansea?
From 4 meetings on record, Rotherham have won 0, Swansea have won 2, and 2 have been drawn.
When did Rotherham and Swansea last play each other?
They last met on 13 April 2024, when Swansea 1-0 Rotherham.
Who has won more matches between Rotherham and Swansea?
Swansea have the better head-to-head record, with 2 wins from 4 meetings.
📈 Trading Insight
First-Half Patterns
Rotherham are typically involved in an early goal — the half-time board shows at least one in 81% of their matches. They've gone in front at half-time 28% of the time.
Swansea are typically involved in an early goal — the half-time board shows at least one in 81% 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 16% of those situations.
Full-Time Trends
Both teams scoring has been the norm for this pairing lately — Rotherham at 69%, Swansea at 62%. That combined rate makes BTTS Yes a well-supported trading angle.
Over 2.5 has been close to a coin-flip for both sides — 59% (Rotherham) and 56% (Swansea). Stepping up a level, Over 3.5 has also landed reasonably often — 31% and 31% respectively — worth a look for goal-hungry markets.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Rotherham home games / Swansea away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Rotherham play Swansea?
Yes — based on recent matches, both teams have scored in 69% of Rotherham's games and 62% of Swansea's, a combined rate that favours BTTS Yes.
Is Rotherham vs Swansea usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 59% of Rotherham's matches and 56% of Swansea's.
Do Rotherham and Swansea tend to score early?
Rotherham have had a goal before half-time in 81% of their recent matches, Swansea in 81% — a useful reference point for first-half goal markets.
Shock result as Swansea defy the odds to beat Rotherham 1-2.
📝 Match Report
How It Unfolded
Swansea beat Rotherham 1-2 at AESSEAL New York Stadium, Regular Season - 20, 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 Rotherham 1.50 xG and Swansea 1.34 xG, a combined 2.83. The scoreboard read 1-2 for 3 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of Rotherham attack 1.02 / defence 1.03 against Swansea attack 1.08 / defence 1.04, drawn from 65/65 games (CurrentSeason).
On the result, the model split it Rotherham 41% | Draw 26% | Swansea 34%, with Rotherham to win its most likely call at 41%. The actual Swansea win had been the model's second-ranked read at 34%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 54%. The game delivered 3, so it went over — the model's lean was correct. Over 1.5 had been 78% and landed. On both teams to score, the model sat at 57% and the match saw both sides score — another call in the model's favour. Historically the two sides average 53% Over 2.5 across their same-competition games (Rotherham 49%, Swansea 57%), a base rate that agreed with today's over. Their combined BTTS history runs at 56%, which matched the both-scored outcome.
Trading Patterns vs Reality
Rotherham's trading profile (65 games, 32 home) set some clear expectations: BTTS lands in 52% of their matches — today it did.
Swansea's trading profile (65 games, 32 away) set some clear expectations: BTTS lands in 60% of their matches — today it did.
Form vs Result
The form lines were close — Rotherham 0.97 PPG, Swansea 1.34 PPG — offering no strong steer, and the Swansea win broke the near-deadlock.
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.