Cambridge United 0-1 Rotherham – Result & Analysis
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Poisson rates Rotherham at 54% — current form provides partial corroboration, though signals are mixed in this Cambridge United vs Rotherham encounter.
✍️ Match Preview
Match Analysis
Cambridge United host Rotherham at Abbey Stadium in League One, Regular Season - 23. Kick-off is scheduled for Saturday 18 December 2021 at 15:00 UTC.
Form Guide
Cambridge United — All Games: 3W 2D 5L from 10 League One outings this season, averaging 1.10 points per game. Last five: L D L W L. Offensively they are averaging 1.50 goals per game, with 1.80 conceded. 3 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 Cambridge United, so this record blends games from this season and last.
Cambridge United at Abbey Stadium this season: 3W 4D 3L from 10 home games — 1.30 PPG on home soil. At home they are averaging 1.40 goals scored and 1.60 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Looking at all fixtures this season, Rotherham stand at 7W 3D 0L from 10 League One matches — 2.40 PPG. Last five: W W D W W. Their attacking form is sharp — 2.60 goals per game is a high-output rate that commands respect in the goals markets. Defensively, 0.60 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. 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 Rotherham, so this record blends games from this season and last.
When travelling in League One this season, Rotherham have posted 5W 3D 1L from 9 away outings — 2.00 PPG. Away from home they average 1.33 goals scored and 0.33 conceded per game. 6 away clean sheets from 9 games (67%) — they are as difficult to score against on the road as they are at home. Away from home, both teams have scored in only 22% of games — a low rate that backs BTTS No when they travel.
Form points away from home here. Rotherham's 2.40 PPG return is 1.30 points per game ahead of Cambridge United's 1.10 — the visitors are the form-based selection, and Double Chance is an alternative worth pricing if the outright looks tight.
Head to Head
The rivalry is an even one: 0 wins apiece for Cambridge United, 1 for Rotherham and 0 shared spoils from 1 past contests. Neither side holds a meaningful historical edge.
The 1 previous encounters between these sides have been high-scoring affairs — 4.0 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 20 Nov 2021, ended 1–3 with Rotherham winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 4.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading Patterns
Cambridge United in-play and half-time data (21 games, 9 at home): they score before half-time in 89% 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 67% of those occasions; BTTS occurs in 67% of their matches (home games); Over 2.5 goals lands in 56% of games (home games); Over 3.5 in 43%.
Rotherham in-play and half-time data (21 games, 9 at away): they score before half-time in 56% of fixtures in away games; when goalless at HT, a second-half goal follows 71% of the time; they lead at the break 62% of the time; BTTS occurs in 22% of their matches (away games); Over 2.5 goals lands in 11% of games (away games); they keep a clean sheet 48% of the time.
BTTS rates are mixed from the trading data — Cambridge United 67% versus Rotherham 43%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cambridge United 62% | Rotherham 38%).
Poisson Model
The Poisson distribution model projects Cambridge United 0.72 xG and Rotherham 1.46 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: Cambridge United attack 0.923 / defence 1.271 | Rotherham attack 0.884 / defence 0.669. League average goals — home 1.174 / away 1.297. Rotherham's defence strength of 0.669 is below average — they are conceding at a rate that inflates the home xG figure. Data: 22 Cambridge United games / 21 Rotherham games used (CurrentSeason).
Result probabilities: Cambridge United 18% | Draw 27% | Rotherham 54%. Fair-value odds: Cambridge United 5.56 | Draw 3.70 | Rotherham 1.85. Rotherham hold a narrow Poisson edge at 54% — the draw (27%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 37% | BTTS probability 40% | Total xG 2.18. Under 2.5 has a narrow probability edge at 63% — total xG of 2.18 is below the line but not decisively so. BTTS probability of 40% 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 Rotherham at 54% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 27% draw probability, Draw No Bet on Rotherham offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.18 combined xG gives a 37% probability to Under 2.5 — Poisson-only — limited corroboration.
Poisson assigns a 40% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Cambridge United 60% | Rotherham 22% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Cambridge United vs Rotherham | Competition: League One, Regular Season - 23 | Venue: Abbey Stadium • Kick-off: Saturday 18 Dec 2021, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cambridge United 18% | Draw 27% | Rotherham 54% • Poisson goal markets: Over 2.5 37% | BTTS 40% | xG Cambridge United 0.72 / Rotherham 1.46 • Poisson strength factors: Cambridge United attack 0.923 / def 1.271 | Rotherham attack 0.884 / def 0.669 | league avg home 1.174 / away 1.297 • Poisson stance: Rotherham (54%) — moderate lean
🧮 Prediction Model
0.72
Cambridge United xG
Expected Goals
1.46
Rotherham xG
40%
BTTS
64%
Over 1.5
37%
Over 2.5
18%
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 Cambridge United vs Rotherham kick off?
Cambridge United vs Rotherham kicked off at 15:00 on Saturday 18 December 2021 at Abbey Stadium.
What was the final score in Cambridge United vs Rotherham?
Cambridge United 0 - 1 Rotherham.
Where is Cambridge United vs Rotherham being played?
The match is being played at Abbey Stadium.
What competition is Cambridge United vs Rotherham part of?
Cambridge United vs Rotherham is a Regular Season - 23 fixture in the League One (England).
Who is favourite to win Cambridge United vs Rotherham?
Our statistical model gives Cambridge United a 18% chance of winning, Rotherham a 54% chance, and a 27% chance of a draw — making Rotherham the favourite.
Will both teams score in Cambridge United vs Rotherham?
Our model estimates a 40% probability that both Cambridge United and Rotherham will score (BTTS).
Will Cambridge United vs Rotherham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 37%.
What is the head-to-head record between Cambridge United and Rotherham?
Record (1 meetings): Cambridge United 0W | Draws 0 | Rotherham 1W.
What form are Cambridge United and Rotherham in?
Cambridge United (all comps): 3W-2D-5L in 10 | 1.10 PPG | GF 1.50 / GA 1.80 | L5 L-D-L-W-L. Rotherham (all comps): 7W-3D-0L in 10 | 2.40 PPG | GF 2.60 / GA 0.60 | L5 W-W-D-W-W.
🧮 Model Insight
How the Model Works This Match
Working from Cambridge United's attack rating (0.92) and Rotherham's defence rating (0.67), the model arrives at 0.72 expected goals for the home side. The same calculation in reverse, Rotherham's attack versus Cambridge United's defence, projects 1.46 expected goals for the visitors.
These ratings are built from 22/21 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 0-1 emerges as the single most likely result, at 14.9%. Close behind: 1-1 (13.5%), 0-0 (12.8%). Those top three scorelines alone account for 41% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Rotherham Win
18%
5.46
27%
3.68
54%
1.84
Top 3 Most Likely Scorelines
0 – 1
16.4%
Away win
Most likely
0 – 2
12.0%
Away win
1 – 1
11.9%
Draw
Expected Goals & Win Odds
0.72
Cambridge United xG
Total xG
2.18
1.46
Rotherham xG
5.46
18%
Home win
3.68
27%
Draw
1.84
54%
Away win
Goals Markets
64%
Over 1.5
1.56
36%
Under 1.5
2.78
37%
Over 2.5
2.70
63%
Under 2.5
1.59
18%
Over 3.5
5.56
82%
Under 3.5
1.22
7%
Over 4.5
14.29
93%
Under 4.5
1.08
Match Markets
Both Teams to Score
40%
BTTS Yes
2.51
60%
BTTS No
1.66
Clean Sheet
23%
4.30
48%
2.06
Win to Nil
4%
23.44
26%
3.79
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.3 | 16.4 | 12.0 | 5.8 | 2.1 | 0.6 |
| 1 | 8.2 | 11.9 | 8.7 | 4.2 | 1.5 | 0.4 |
| 2 | 3.0 | 4.3 | 3.1 | 1.5 | 0.6 | 0.2 |
| 3 | 0.7 | 1.0 | 0.8 | 0.4 | 0.1 | – |
| 4 | 0.1 | 0.2 | 0.1 | 0.1 | – | – |
| 5 | – | – | – | – | – | – |
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 Cambridge United vs Rotherham?
Our Poisson model rates 0-1 as the single most likely exact scoreline, at 14.9%.
How many goals are Cambridge United and Rotherham expected to score?
The model projects 0.72 expected goals for Cambridge United and 1.46 for Rotherham, a combined total of 2.18.
How confident is the prediction model for Cambridge United vs Rotherham?
Not very — the model's leading outcome sits at just 54%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Across their last 21 outings, Cambridge United have picked up 1.19 PPG on a 6W 7D 8L record — L-D-L-W-L across the most recent five. The sample for Cambridge United is still a mix of this season and last, given how young the current campaign is.
Rotherham's form line: 13W 5D 3L from 21 games, 2.10 PPG, last five W-W-D-W-W. The sample for Rotherham is still a mix of this season and last, given how young the current campaign is.
Put side by side, Rotherham are the form team by 0.91 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Cambridge United.
Venue Form
On home soil, Cambridge United have posted 1.11 PPG from 9 outings (2W 4D 3L).
On the road, Rotherham have gone 5W 3D 1L from 9 away games — 2.00 PPG when travelling.
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.
Goals in Recent Form
Cambridge United are averaging 1.48 goals scored and 1.71 conceded per game recently; Rotherham are on 2.00 scored and 0.71 conceded.
On BTTS specifically: Cambridge United have seen both teams score in 67% of their recent games.
Defensively: Rotherham in 48% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 21 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cambridge United
Blended
Rotherham
Blended
❓ Frequently Asked Questions
What form are Cambridge United and Rotherham in coming into this match?
Cambridge United have gone 6W 7D 8L in their last 21 games (1.19 PPG), while Rotherham have gone 13W 5D 3L in their last 21 (2.10 PPG).
Which team has the better venue record — Cambridge United at home or Rotherham away?
Rotherham's away record (2.00 PPG) is the stronger of the two venue-specific splits — Cambridge United at home: 1.11 PPG; Rotherham away: 2.00 PPG.
Have Cambridge United or Rotherham been keeping clean sheets recently?
Cambridge United have kept a clean sheet in 24% of their recent games, Rotherham in 48%.
⚔️ Rivalry Insight
Fixture History
4 meetings separate these sides on the data we hold, the series stretching 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.
Streaks & Records
Rotherham go into this on the back of 4 straight wins in the series — the current momentum sits squarely with them.
Cambridge United's record when hosting Rotherham specifically: 0W 0D 2L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
0
Cambridge United
0
Draws
4
Rotherham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cambridge United and Rotherham?
From 4 meetings on record, Cambridge United have won 0, Rotherham have won 4, and 0 have been drawn.
When did Cambridge United and Rotherham last play each other?
They last met on 28 January 2025, when Rotherham 2-1 Cambridge United.
Who has won more matches between Cambridge United and Rotherham?
Rotherham have the better head-to-head record, with 4 wins from 4 meetings.
📈 Trading Insight
First-Half Patterns
Cambridge United are typically involved in an early goal — the half-time board shows at least one in 89% of their matches. They've gone in front at half-time 33% of the time, though they've let that lead slip 22% 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 11% of those situations.
Rotherham see a goal before the break in 56% of their matches. They've gone in front at half-time 56% of the time, though they've let that lead slip 22% of the time they've held it — worth watching if they're only ahead by one.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Cambridge United 67%, Rotherham 22% — no strong lean either way from the trading data alone.
Low-scoring games have been more typical here — Over 2.5 sits at just 56% for Cambridge United and 11% for Rotherham.
On the defensive side: Rotherham in 67%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cambridge United home games / Rotherham away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Cambridge United play Rotherham?
Not especially — both teams scoring has occurred in only 67% of Cambridge United's recent matches and 22% of Rotherham's, a rate that leans toward BTTS No.
Is Cambridge United vs Rotherham usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 56% of Cambridge United's recent games and 11% of Rotherham's, pointing to a tighter contest.
Do Cambridge United and Rotherham tend to score early?
Cambridge United have had a goal before half-time in 89% of their recent matches, Rotherham in 56% — a useful reference point for first-half goal markets.
Prediction vindicated as Rotherham edge out Cambridge United 0-1.
📝 Match Report
How It Unfolded
Rotherham beat Cambridge United 0-1 at Abbey Stadium, Regular Season - 23, in the League One. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Cambridge United 0.72 xG and Rotherham 1.46 xG, a combined 2.18. The scoreboard read 0-1 for 1 actual goal. 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 Cambridge United attack 0.92 / defence 1.27 against Rotherham attack 0.88 / defence 0.67, drawn from 22/21 games (CurrentSeason).
On the result, the model split it Cambridge United 18% | Draw 27% | Rotherham 54%, with Rotherham to win its most likely call at 54%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 37%. The game delivered 1, so it stayed under — in line with the projection. Over 1.5 had been 64% and missed. On both teams to score, the model sat at 40% and the match did not — another call in the model's favour. Historically the two sides average 50% Over 2.5 across their same-competition games (Cambridge United 62%, Rotherham 38%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 55%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Cambridge United's trading profile (21 games, 9 home) set some clear expectations: BTTS lands in 67% of their matches — today it did not.
Rotherham's trading profile (21 games, 9 away) set some clear expectations: BTTS lands in 43% of their matches — today it did not; they keep a clean sheet 48% of the time, and duly kept one.
Form vs Result
On form, Rotherham arrived the stronger side — 2.10 PPG against 1.19. Form held, and they took the win. Cambridge United (home/away splits) managed 0 against a 1.22 scoring average — below par going forward.
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). A strong night for the model: the result sat comfortably inside what the pre-match data projected.
💡 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.