Sunderland 3-0 Rotherham – Result & Analysis
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Poisson model rates Sunderland at 35%, yet other data sources diverge — this Sunderland vs Rotherham fixture contains genuine analytical tension.
✍️ Match Preview
Match Analysis
Sunderland host Rotherham at Stadium of Light in Championship, Regular Season - 7. Kick-off is scheduled for Wednesday 31 August 2022 at 19:45 UTC.
Form Analysis
Looking at all fixtures this season, Sunderland stand at 5W 3D 2L from 10 Championship matches — 1.80 PPG. Last five: W D L W L. They are averaging 1.30 goals per game and conceding 0.90 — a modest attacking output that tempers optimism on the Over 2.5 market. 4 clean sheets in 10 games (40%) reflects a solid defensive base. Sunderland have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Sunderland's form when playing at home: 6W 3D 1L across 10 games at Stadium of Light this term (2.10 PPG). At home they are averaging 1.80 goals scored and 0.80 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground.
Across all Championship games this season, Rotherham have recorded 5W 4D 1L from 10 outings — 1.90 PPG. Last five: D W D D W. Their scoring rate of 1.40 per game is modest, conceding 0.60 — not a side to back heavily on the Over 2.5 from their form alone. 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. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not. Rotherham have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Rotherham's away record: 3W 5D 2L from 10 road trips in Championship this season (1.40 PPG). Away from home they average 0.70 goals scored and 0.70 conceded per game. 6 away clean sheets from 10 games (60%) — they are as difficult to score against on the road as they are at home. Away from home, both teams have scored in only 20% of games — a low rate that backs BTTS No when they travel. Their away PPG of 1.40 is notably below their overall 1.90 — form away from home has been a clear weakness this season.
There is minimal separation in the form figures — Sunderland at 1.80 PPG versus Rotherham's 1.90. The form guide is not providing a strong directional steer; the model and market data will carry more weight in the final assessment.
Head to Head
The rivalry is an even one: 0 wins apiece for Sunderland, 1 for Rotherham and 1 shared spoils from 2 past contests. Neither side holds a meaningful historical edge.
The 2 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 26 Apr 2022, ended 1–1 with a draw.
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.
In-Play Profile
Sunderland in-play tendencies (51 games, 25 at home): they score before half-time in 72% of fixtures in home games; when goalless at HT, a second-half goal follows 75% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 52% of their matches (home games); Over 2.5 goals lands in 48% of games (home games).
Rotherham in-play tendencies (51 games, 25 at away): they score before half-time in 48% of fixtures in away games; when goalless at HT, a second-half goal follows 74% of the time; they lead at the break 45% of the time; BTTS occurs in 16% of their matches (away games); Over 2.5 goals lands in 12% of games (away games); they keep a clean sheet 51% of the time.
BTTS rates are mixed from the trading data — Sunderland 55% versus Rotherham 33%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Sunderland 55% | Rotherham 31%).
Poisson Model
The Poisson distribution model projects Sunderland 0.97 xG and Rotherham 0.93 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: Sunderland attack 0.762 / defence 1.158 | Rotherham attack 0.759 / defence 0.941. League average goals — home 1.352 / away 1.052. Sunderland's attack strength of 0.762 is below the league average — the 0.97 xG projection reflects a team that scores at a discount to the division norm. Data: 6 Sunderland games / 5 Rotherham games used (CurrentSeason).
Result probabilities: Sunderland 35% | Draw 32% | Rotherham 33%. Fair-value odds: Sunderland 2.86 | Draw 3.12 | Rotherham 3.03. This is a low-confidence result — no outcome exceeds 45%. The draw at 32% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 29% | BTTS probability 37% | Total xG 1.90. Under 2.5 is the strongly backed market at 71% probability — total xG of 1.90 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match based on both sides' defensive quality. BTTS probability of 37% 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 Sunderland at 35% — marginal model lean. With a 32% draw probability, Draw No Bet on Sunderland offers a more defensible entry point than the straight win. The opposing side holds a 33% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 1.90 combined xG gives a 29% probability to Under 2.5 — reasonable, supported by form averaging 2.0 goals per game.
Poisson assigns a 37% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Sunderland 50% | Rotherham 20% BTTS from recent games.
The outsider holds a 33% 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.
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💡 Key Insights
🏟️ Match Context
• Fixture: Sunderland vs Rotherham | Competition: Championship, Regular Season - 7 | Venue: Stadium of Light • Kick-off: Wednesday 31 Aug 2022, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Sunderland 35% | Draw 32% | Rotherham 33% • Poisson goal markets: Over 2.5 29% | BTTS 37% | xG Sunderland 0.97 / Rotherham 0.93 • Poisson strength factors: Sunderland attack 0.762 / def 1.158 | Rotherham attack 0.759 / def 0.941 | league avg home 1.352 / away 1.052 • Poisson stance: Sunderland (35%) — low confidence — close contest
🧮 Prediction Model
0.97
Sunderland xG
Expected Goals
0.93
Rotherham xG
37%
BTTS
56%
Over 1.5
29%
Over 2.5
12%
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 Sunderland vs Rotherham kick off?
Sunderland vs Rotherham kicked off at 19:45 on Wednesday 31 August 2022 at Stadium of Light.
What was the final score in Sunderland vs Rotherham?
Sunderland 3 - 0 Rotherham.
Where is Sunderland vs Rotherham being played?
The match is being played at Stadium of Light.
What competition is Sunderland vs Rotherham part of?
Sunderland vs Rotherham is a Regular Season - 7 fixture in the Championship (England).
Who is favourite to win Sunderland vs Rotherham?
Our statistical model gives Sunderland a 35% chance of winning, Rotherham a 33% chance, and a 32% chance of a draw — making Sunderland the favourite.
Will both teams score in Sunderland vs Rotherham?
Our model estimates a 37% probability that both Sunderland and Rotherham will score (BTTS).
Will Sunderland vs Rotherham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 29%.
What is the head-to-head record between Sunderland and Rotherham?
Record (2 meetings): Sunderland 0W | Draws 1 | Rotherham 1W.
What form are Sunderland and Rotherham in?
Sunderland (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.30 / GA 0.90 | L5 W-D-L-W-L. Rotherham (all comps): 5W-4D-1L in 10 | 1.90 PPG | GF 1.40 / GA 0.60 | L5 D-W-D-D-W.
🧮 Model Insight
How the Model Works This Match
Sunderland's attacking strength (0.76x league average) is weighed against Rotherham's defensive record (0.94x) to produce a home expected-goals figure of 0.97. The same calculation in reverse, Rotherham's attack versus Sunderland's defence, projects 0.93 expected goals for the visitors.
These ratings are built from 6/5 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 0-0, at 16.8%. Close behind: 1-1 (15.2%), 1-0 (12.8%). Those top three scorelines alone account for 45% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Sunderland Win
35%
2.84
32%
3.14
33%
3.04
Top 3 Most Likely Scorelines
0 – 0
15.0%
Draw
Most likely
1 – 0
14.6%
Home win
0 – 1
13.9%
Away win
Expected Goals & Win Odds
0.97
Sunderland xG
Total xG
1.90
0.93
Rotherham xG
2.84
35%
Home win
3.14
32%
Draw
3.04
33%
Away win
Goals Markets
56%
Over 1.5
1.79
44%
Under 1.5
2.27
29%
Over 2.5
3.45
71%
Under 2.5
1.41
12%
Over 3.5
8.33
88%
Under 3.5
1.14
4%
Over 4.5
25.00
96%
Under 4.5
1.04
Match Markets
Both Teams to Score
37%
BTTS Yes
2.67
63%
BTTS No
1.60
Clean Sheet
40%
2.52
38%
2.64
Win to Nil
14%
7.15
12%
8.02
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 15.0 | 13.9 | 6.4 | 2.0 | 0.5 | 0.1 |
| 1 | 14.6 | 13.5 | 6.2 | 1.9 | 0.4 | 0.1 |
| 2 | 7.1 | 6.5 | 3.0 | 0.9 | 0.2 | – |
| 3 | 2.3 | 2.1 | 1.0 | 0.3 | 0.1 | – |
| 4 | 0.6 | 0.5 | 0.2 | 0.1 | – | – |
| 5 | 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 Sunderland vs Rotherham?
Our Poisson model rates 0-0 as the single most likely exact scoreline, at 16.8%.
How many goals are Sunderland and Rotherham expected to score?
The model projects 0.97 expected goals for Sunderland and 0.93 for Rotherham, a combined total of 1.90.
How confident is the prediction model for Sunderland vs Rotherham?
Not very — the model's leading outcome sits at just 35%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Across their last 51 outings, Sunderland have picked up 1.76 PPG on a 25W 15D 11L record — W-D-L-W-L across the most recent five. It's still early in the season for Sunderland, so this record blends in a handful of games from last season too.
Rotherham's form line: 29W 12D 10L from 51 games, 1.94 PPG, last five D-W-D-D-W. It's still early in the season for Rotherham, so this record blends in a handful of games from last season too.
Form-wise this is close to level: Sunderland on 1.76 PPG, Rotherham on 1.94. Other factors will likely decide this one more than recent results.
Venue Form
On home soil, Sunderland have posted 2.00 PPG from 25 outings (15W 5D 5L).
On the road, Rotherham have gone 12W 8D 5L from 25 away games — 1.76 PPG when travelling.
Goals in Recent Form
Sunderland are averaging 1.69 goals scored and 1.16 conceded per game recently; Rotherham are on 1.53 scored and 0.69 conceded.
Defensively: Sunderland have kept a clean sheet in 35% of their games; Rotherham in 51% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 51 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Sunderland
Early Season
Rotherham
Early Season
❓ Frequently Asked Questions
What form are Sunderland and Rotherham in coming into this match?
Sunderland have gone 25W 15D 11L in their last 51 games (1.76 PPG), while Rotherham have gone 29W 12D 10L in their last 51 (1.94 PPG).
Which team has the better venue record — Sunderland at home or Rotherham away?
Sunderland's home record (2.00 PPG) is the stronger of the two venue-specific splits — Sunderland at home: 2.00 PPG; Rotherham away: 1.76 PPG.
Have Sunderland or Rotherham been keeping clean sheets recently?
Sunderland have kept a clean sheet in 35% of their recent games, Rotherham in 51%.
⚔️ Rivalry Insight
Fixture History
6 meetings separate these sides on the data we hold, the series stretching back to October 2021. The pairing has crossed competitions too — League One, Championship all feature in the head-to-head log. It has been a while since the last meeting — 29 December 2023, some 2 years back — so squads and form on both sides may look very different now.
Streaks & Records
The biggest gap between the sides came on 30 Oct 2021, when Rotherham won 5-1 — the largest margin of victory on record between these two.
Sunderland's record when hosting Rotherham specifically: 2W 1D 0L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 6 Meetings
2
Sunderland
2
Draws
2
Rotherham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Sunderland and Rotherham?
From 6 meetings on record, Sunderland have won 2, Rotherham have won 2, and 2 have been drawn.
When did Sunderland and Rotherham last play each other?
They last met on 29 December 2023, when Rotherham 1-1 Sunderland.
📈 Trading Insight
First-Half Patterns
Sunderland are typically involved in an early goal — the half-time board shows at least one in 72% of their matches. They've gone in front at half-time 48% of the time.
Rotherham see a goal before the break in 48% of their matches. They've gone in front at half-time 36% of the time.
Full-Time Trends
Clean sheets have been more common than shared scoring for these two — Sunderland 52% BTTS, Rotherham 16%. That points toward BTTS No as the trading lean.
Low-scoring games have been more typical here — Over 2.5 sits at just 48% for Sunderland and 12% for Rotherham.
On the defensive side: Sunderland keep a clean sheet in 40% of their matches; Rotherham in 64%; Rotherham in 36%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Sunderland 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 Sunderland play Rotherham?
Not especially — both teams scoring has occurred in only 52% of Sunderland's recent matches and 16% of Rotherham's, a rate that leans toward BTTS No.
Is Sunderland vs Rotherham usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 48% of Sunderland's recent games and 12% of Rotherham's, pointing to a tighter contest.
Do Sunderland and Rotherham tend to score early?
Sunderland have had a goal before half-time in 72% of their recent matches, Rotherham in 48% — a useful reference point for first-half goal markets.
Dominant Sunderland run riot with a 3-0 hammering of Rotherham.
📝 Match Report
How It Unfolded
Sunderland beat Rotherham 3-0 at Stadium of Light, Regular Season - 7, in the Championship. 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 Sunderland 0.97 xG and Rotherham 0.93 xG, a combined 1.90. The scoreboard read 3-0 for 3 actual goals. Sunderland beat their projection by 2.0 — clinical relative to the chances the model priced in. Rotherham landed 0.9 under their projected return. Those figures were built on strength ratings of Sunderland attack 0.76 / defence 1.16 against Rotherham attack 0.76 / defence 0.94, drawn from 6/5 games (CurrentSeason).
On the result, the model split it Sunderland 35% | Draw 32% | Rotherham 33%, with Sunderland to win its most likely call at 35%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 29%. The game delivered 3, so it went over — against the model's lean. Over 1.5 had been 56% and landed. On both teams to score, the model sat at 37% and the match did not — another call in the model's favour. Historically the two sides average 43% Over 2.5 across their same-competition games (Sunderland 55%, Rotherham 31%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 44%, which matched the one-sided outcome.
Trading Patterns vs Reality
Sunderland's trading profile (51 games, 25 home) set some clear expectations: BTTS lands in 55% of their matches — today it did not; they keep a clean sheet 35% of the time, and duly kept one.
Rotherham's trading profile (51 games, 25 away) set some clear expectations: BTTS lands in 33% of their matches — today it did not; they keep a clean sheet 51% of the time, and conceded here; they fail to score in 26% of games, a blank that repeated today.
Form vs Result
The form lines were close — Sunderland 1.76 PPG, Rotherham 1.94 PPG — offering no strong steer, and the Sunderland win broke the near-deadlock. Sunderland (home/away splits) scored 3 against a 1.96 average — above their attacking norm and conceded 0 against a 0.84 average — tighter than their form line. Rotherham (home/away splits) managed 0 against a 1.12 scoring average — below par going forward and shipped 3 against a 0.48 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (hit). Partial vindication: some calls landed, others slipped.
💡 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.