Rotherham 3-1 Cambridge United – Result & Analysis
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Poisson rates Rotherham at 62% — current form provides partial corroboration, though signals are mixed in this Rotherham vs Cambridge United encounter.
✍️ Match Preview
Match Analysis
Rotherham host Cambridge United at AESSEAL New York Stadium in League One, Regular Season - 18. Kick-off is scheduled for Saturday 20 November 2021 at 15:00 UTC.
Form Guide
Rotherham — All Games: 6W 4D 0L from 10 League One outings this season, averaging 2.20 points per game. Last five: W D W W D. They are averaging 2.20 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. Defensively, conceding just 0.50 per game is an exceptional defensive record — one of the tightest in the division. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches. This season is still relatively young for Rotherham, so this record blends games from this season and last.
In front of their own supporters this season, Rotherham have posted 5W 2D 2L at AESSEAL New York Stadium — 1.89 PPG. They are averaging 2.11 goals per home game — a prolific scoring rate in front of their own fans. 4 home clean sheets from 9 games (44%) — a solid defensive base on their own ground.
Across all League One games this season, Cambridge United have recorded 2W 5D 3L from 10 outings — 1.10 PPG. Last five: L D W W L. Their scoring rate of 1.30 per game is modest, conceding 1.80 — 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 Cambridge United, so this record blends games from this season and last.
Cambridge United's away record: 2W 3D 3L from 8 road trips in League One this season (1.12 PPG). Away from home they average 1.38 goals scored and 1.88 conceded per game. Both teams have scored in 88% of their away matches — a high BTTS rate on the road that directly informs this fixture.
Rotherham carry the stronger recent momentum — 1.10 PPG ahead of their opponents on 2.20 vs 1.10. The form data is a point in their favour, and where the price allows, it is the cleaner directional bet.
In-Play Profile
Rotherham in-play tendencies (16 games, 8 at home): they score before half-time in 62% of fixtures in home games; when goalless at HT, a second-half goal follows 83% of the time; two or more arrive in the second half on 50% of those occasions; they lead at the break 62% of the time; BTTS occurs in 50% of their matches (home games); Over 2.5 goals lands in 50% of games (home games); they keep a clean sheet 50% of the time.
Cambridge United in-play tendencies (16 games, 8 at away): they score before half-time in 88% of fixtures in away games; when goalless at HT, a second-half goal follows 100% of the time; two or more arrive in the second half on 67% of those occasions; BTTS occurs in 88% of their matches (away games); Over 2.5 goals lands in 62% of games (away games); Over 3.5 in 38%.
BTTS rates are mixed from the trading data — Rotherham 38% versus Cambridge United 69%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Rotherham 31% | Cambridge United 56%).
Poisson Model
The Poisson distribution model projects Rotherham 2.25 xG and Cambridge United 1.18 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 1.306 / defence 1.013 | Cambridge United attack 0.860 / defence 1.495. League average goals — home 1.153 / away 1.349. Rotherham carry an above-average attack strength of 1.306 — their λ of 2.25 reflects genuine attacking quality above the league norm. Cambridge United bring a strong defensive rating of 1.495 — this is suppressing Rotherham's projected output below what their attack strength alone would suggest. Data: 16 Rotherham games / 17 Cambridge United games used (CurrentSeason).
Result probabilities: Rotherham 62% | Draw 20% | Cambridge United 19%. Fair-value odds: Rotherham 1.61 | Draw 5.00 | Cambridge United 5.26. The model has a clear lean to Rotherham (62%) — a 43pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 67% | BTTS probability 62% | Total xG 3.43. Over 2.5 is the model's clear signal at 67% — a total xG of 3.43 means the expected score alone exceeds the 2.5 threshold, making the Over not just likely but structurally supported by both sides' attack/defence profiles. BTTS Yes at 62% reflects that both xG figures (2.25 / 1.18) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Analysis Verdict
On the Poisson output, Rotherham are the pick at 62% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 20% draw probability makes the stalemate a live outcome even at this conviction level.
The Poisson model projects 3.43 xG in total — Over 2.5 at 67% — reasonable confidence, supported by form averaging 3.2 goals per game.
On the BTTS market, Poisson puts 62% on Yes. Form rates corroborate: Rotherham 44% | Cambridge United 88% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Rotherham vs Cambridge United | Competition: League One, Regular Season - 18 | Venue: AESSEAL New York Stadium • Kick-off: Saturday 20 Nov 2021, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Rotherham 62% | Draw 20% | Cambridge United 19% • Poisson goal markets: Over 2.5 67% | BTTS 62% | xG Rotherham 2.25 / Cambridge United 1.18 • Poisson strength factors: Rotherham attack 1.306 / def 1.013 | Cambridge United attack 0.860 / def 1.495 | league avg home 1.153 / away 1.349 • Poisson stance: Rotherham (62%) — strong lean
🧮 Prediction Model
2.25
Rotherham xG
Expected Goals
1.18
Cambridge United xG
62%
BTTS
86%
Over 1.5
67%
Over 2.5
45%
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 Cambridge United kick off?
Rotherham vs Cambridge United kicked off at 15:00 on Saturday 20 November 2021 at AESSEAL New York Stadium.
What was the final score in Rotherham vs Cambridge United?
Rotherham 3 - 1 Cambridge United.
Where is Rotherham vs Cambridge United being played?
The match is being played at AESSEAL New York Stadium.
What competition is Rotherham vs Cambridge United part of?
Rotherham vs Cambridge United is a Regular Season - 18 fixture in the League One (England).
Who is favourite to win Rotherham vs Cambridge United?
Our statistical model gives Rotherham a 62% chance of winning, Cambridge United a 19% chance, and a 20% chance of a draw — making Rotherham the favourite.
Will both teams score in Rotherham vs Cambridge United?
Our model estimates a 62% probability that both Rotherham and Cambridge United will score (BTTS).
Will Rotherham vs Cambridge United have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 67%.
What is the head-to-head record between Rotherham and Cambridge United?
No recorded head-to-head meetings available in the dataset.
What form are Rotherham and Cambridge United in?
Rotherham (all comps): 6W-4D-0L in 10 | 2.20 PPG | GF 2.20 / GA 0.50 | L5 W-D-W-W-D. Cambridge United (all comps): 2W-5D-3L in 10 | 1.10 PPG | GF 1.30 / GA 1.80 | L5 L-D-W-W-L.
🧮 Model Insight
Model Mechanics
Working from Rotherham's attack rating (1.31) and Cambridge United's defence rating (1.50), the model arrives at 2.25 expected goals for the home side. The same calculation in reverse, Cambridge United's attack versus Rotherham's defence, projects 1.18 expected goals for the visitors.
These ratings are built from 16/17 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 9.7%. Close behind: 2-1 (9.7%), 2-0 (8.2%). Together the top three scorelines make up 28% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Rotherham Win
62%
1.62
20%
5.12
19%
5.31
Top 3 Most Likely Scorelines
2 – 1
9.7%
Home win
Most likely
1 – 1
8.6%
Draw
2 – 0
8.2%
Home win
Expected Goals & Win Odds
2.25
Rotherham xG
Total xG
3.43
1.18
Cambridge United xG
1.62
62%
Home win
5.12
20%
Draw
5.31
19%
Away win
Goals Markets
86%
Over 1.5
1.16
14%
Under 1.5
7.14
67%
Over 2.5
1.49
33%
Under 2.5
3.03
45%
Over 3.5
2.22
55%
Under 3.5
1.82
26%
Over 4.5
3.85
74%
Under 4.5
1.35
Match Markets
Both Teams to Score
62%
BTTS Yes
1.62
38%
BTTS No
2.62
Clean Sheet
31%
3.24
11%
9.50
Win to Nil
19%
5.25
2%
50.38
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.3 | 3.8 | 2.2 | 0.9 | 0.3 | 0.1 |
| 1 | 7.3 | 8.6 | 5.1 | 2.0 | 0.6 | 0.1 |
| 2 | 8.2 | 9.7 | 5.7 | 2.2 | 0.7 | 0.2 |
| 3 | 6.2 | 7.3 | 4.3 | 1.7 | 0.5 | 0.1 |
| 4 | 3.5 | 4.1 | 2.4 | 0.9 | 0.3 | 0.1 |
| 5 | 1.6 | 1.8 | 1.1 | 0.4 | 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 Rotherham vs Cambridge United?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 9.7%.
How many goals are Rotherham and Cambridge United expected to score?
The model projects 2.25 expected goals for Rotherham and 1.18 for Cambridge United, a combined total of 3.43.
How confident is the prediction model for Rotherham vs Cambridge United?
Reasonably confident — the model's leading outcome is rated at 62%, a clear lean rather than a toss-up.
📈 Form Insight
Where Both Sides Stand
Rotherham come into this having played 16 games, going 9W 4D 3L for 1.94 points per game. Their last five reads W-D-W-W-D. The sample for Rotherham is still a mix of this season and last, given how young the current campaign is.
On the other side, Cambridge United sit at 1.31 PPG from 16 outings (5W 6D 5L), a run that reads L-D-W-W-L across their last five. The sample for Cambridge United is still a mix of this season and last, given how young the current campaign is.
Rotherham carry the stronger recent form of the two, 0.63 PPG clear of Cambridge United — worth weighing alongside whatever the head-to-head and market data say.
Home Ground vs the Road
Rotherham's home form reads 4W 2D 2L across 8 games on their own ground, a 1.75 PPG return.
Away from home, Cambridge United have taken 1.12 points per game from 8 outings (2W 3D 3L).
Comparing the two in their relevant venue splits, Rotherham come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
The Goals Picture
Rotherham are averaging 1.81 goals scored and 0.75 conceded per game recently; Cambridge United are on 1.38 scored and 1.69 conceded.
On BTTS specifically: Cambridge United in 69%.
Defensively: Rotherham have kept a clean sheet in 50% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 16 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Rotherham
Blended
Cambridge United
Blended
❓ Frequently Asked Questions
What form are Rotherham and Cambridge United in coming into this match?
Rotherham have gone 9W 4D 3L in their last 16 games (1.94 PPG), while Cambridge United have gone 5W 6D 5L in their last 16 (1.31 PPG).
Which team has the better venue record — Rotherham at home or Cambridge United away?
Rotherham's home record (1.75 PPG) is the stronger of the two venue-specific splits — Rotherham at home: 1.75 PPG; Cambridge United away: 1.12 PPG.
Have Rotherham or Cambridge United been keeping clean sheets recently?
Rotherham have kept a clean sheet in 50% of their recent games, Cambridge United in 25%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Rotherham and Cambridge United runs to 4 recorded meetings, the earliest dating back to November 2021. Every recorded meeting has come in League One. It has been a while since the last meeting — 28 January 2025, some 3 years back — so squads and form on both sides may look very different now.
Digging Into the Numbers
Rotherham go into this on the back of 4 straight wins in the series — the current momentum sits squarely with them.
Rotherham's record when hosting Cambridge United specifically: 2W 0D 0L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
4
Rotherham
0
Draws
0
Cambridge United
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Rotherham and Cambridge United?
From 4 meetings on record, Rotherham have won 4, Cambridge United have won 0, and 0 have been drawn.
When did Rotherham and Cambridge United last play each other?
They last met on 28 January 2025, when Rotherham 2-1 Cambridge United.
Who has won more matches between Rotherham and Cambridge United?
Rotherham have the better head-to-head record, with 4 wins from 4 meetings.
📈 Trading Insight
Half-Time Trends
Rotherham are typically involved in an early goal — the half-time board shows at least one in 62% of their matches. They've gone in front at half-time 62% of the time.
Cambridge United are typically involved in an early goal — the half-time board shows at least one in 88% of their matches. They've gone in front at half-time 38% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
The Numbers That Matter
Both teams scoring has been the norm for this pairing lately — Rotherham at 50%, Cambridge United at 88%. That combined rate makes BTTS Yes a well-supported trading angle.
Over 2.5 has been close to a coin-flip for both sides — 50% (Rotherham) and 62% (Cambridge United). Stepping up a level, Over 3.5 has also landed reasonably often — 38% and 38% respectively — worth a look for goal-hungry markets.
On the defensive side: Rotherham keep a clean sheet in 38% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Rotherham home games / Cambridge United away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Rotherham play Cambridge United?
Yes — based on recent matches, both teams have scored in 50% of Rotherham's games and 88% of Cambridge United's, a combined rate that favours BTTS Yes.
Is Rotherham vs Cambridge United usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 50% of Rotherham's matches and 62% of Cambridge United's.
Do Rotherham and Cambridge United tend to score early?
Rotherham have had a goal before half-time in 62% of their recent matches, Cambridge United in 88% — a useful reference point for first-half goal markets.
Rotherham cruise to a comfortable 3-1 victory over Cambridge United.
📝 Match Report
How It Unfolded
Rotherham beat Cambridge United 3-1 at AESSEAL New York Stadium, Regular Season - 18, in the League One. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting Rotherham 2.25 xG and Cambridge United 1.18 xG, a combined 3.43. The scoreboard read 3-1 for 4 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 1.31 / defence 1.01 against Cambridge United attack 0.86 / defence 1.50, drawn from 16/17 games (CurrentSeason).
On the result, the model split it Rotherham 62% | Draw 20% | Cambridge United 19%, with Rotherham to win its most likely call at 62%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 67%. The game delivered 4, so it went over — a call the model got right. Over 1.5 had been 86% and landed. Over 3.5 was 45% and came in. On both teams to score, the model sat at 62% and the match saw both sides score — another call in the model's favour. Historically the two sides average 44% Over 2.5 across their same-competition games (Rotherham 31%, Cambridge United 56%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 53%, which matched the both-scored outcome.
Trading Patterns vs Reality
Rotherham's trading profile (16 games, 8 home) set some clear expectations: BTTS lands in 38% of their matches — today it did; they keep a clean sheet 50% of the time, and conceded here.
Cambridge United's trading profile (16 games, 8 away) set some clear expectations: BTTS lands in 69% of their matches — today it did.
Form vs Result
On form, Rotherham arrived the stronger side — 1.94 PPG against 1.31. That form edge translated into the three points. Rotherham (home/away splits) scored 3 against a 2.12 average — above their attacking norm. Cambridge United (home/away splits) shipped 3 against a 1.88 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 4 of 4 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit), form (hit). The numbers read this fixture well — the outcome largely followed the script the data laid out beforehand.
💡 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.