Sunderland 2-1 Rotherham – Result & Analysis
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Poisson rates Sunderland at 48% — current form provides partial corroboration, though signals are mixed in this Sunderland vs Rotherham encounter.
✍️ Match Preview
Match Analysis
Sunderland host Rotherham at Stadium of Light in Championship, Regular Season - 3. Kick-off is scheduled for Saturday 19 August 2023 at 15:00 UTC.
Form Analysis
Looking at all fixtures this season, Sunderland stand at 5W 2D 3L from 10 Championship matches — 1.70 PPG. Last five: W W L L L. Offensively they are averaging 1.50 goals per game, with 1.20 conceded. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets. 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: 2W 5D 3L across 10 games at Stadium of Light this term (1.10 PPG). At home they are averaging 1.60 goals scored and 2.00 conceded per game. Both teams have scored in 100% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Somewhat surprisingly, their home PPG of 1.10 lags behind their overall 1.70 — the home advantage has not translated into superior results at Stadium of Light this season.
Across all Championship games this season, Rotherham have recorded 2W 4D 4L from 10 outings — 1.00 PPG. Last five: L W D L D. Their scoring rate of 1.10 per game is modest, conceding 1.50 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. 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: 0W 6D 4L from 10 road trips in Championship this season (0.60 PPG). Away from home they average 0.50 goals scored and 1.20 conceded per game. 4 clean sheets from 10 away games (40%) shows they are capable of shutting up shop on the road.
On current form, Sunderland have the edge — a 0.70 PPG advantage (1.70 vs 1.00) represents a meaningful gap. That momentum makes them the form-based pick, though if the outright price looks short, Draw No Bet is worth comparing.
Head to Head
The rivalry is an even one: 1 wins apiece for Sunderland, 2 for Rotherham and 1 shared spoils from 4 past contests. Neither side holds a meaningful historical edge.
The 4 previous encounters between these sides have been high-scoring affairs — 3.5 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 21 Feb 2023, ended 1–2 with Rotherham winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.5 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 (48 games, 24 at home): they score before half-time in 54% of fixtures in home games; when goalless at HT, a second-half goal follows 82% of the time; two or more arrive in the second half on 59% of those occasions; BTTS occurs in 67% of their matches (home games); Over 2.5 goals lands in 62% of games (home games).
Rotherham in-play tendencies (48 games, 24 at away): they score before half-time in 67% of fixtures in away games; when goalless at HT, a second-half goal follows 36% of the time; BTTS occurs in 38% of their matches (away games); Over 2.5 goals lands in 38% of games (away games); they fail to score in 35% of games.
BTTS rates are mixed from the trading data — Sunderland 60% versus Rotherham 50%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Sunderland 56% | Rotherham 50%).
Poisson Model
The Poisson distribution model projects Sunderland 1.67 xG and Rotherham 1.19 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 0.994 / defence 1.225 | Rotherham attack 0.841 / defence 1.194. League average goals — home 1.403 / away 1.158. Data: 48 Sunderland games / 48 Rotherham games used (Blended). A blend of current and prior-season data is applied to stabilise estimates early in the campaign.
Result probabilities: Sunderland 48% | Draw 25% | Rotherham 27%. Fair-value odds: Sunderland 2.08 | Draw 4.00 | Rotherham 3.70. Sunderland hold a narrow Poisson edge at 48% — the draw (25%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 54% | BTTS probability 57% | Total xG 2.86. Over/Under 2.5 is close to a coin-flip at 54%/46% — the total xG of 2.86 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.
Summary & Verdict
The Poisson model's primary lean is Sunderland at 48% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 25% draw probability, Draw No Bet on Sunderland offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.86 combined xG gives a 54% probability to Over 2.5 — reasonable, supported by H2H averaging 3.5 goals per meeting.
Poisson assigns a 57% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Sunderland 100% | Rotherham 50% BTTS from recent games.
The Poisson model is drawing on Blended data (48 games minimum) — early-season projections carry additional uncertainty. Weight the live form and odds signals accordingly.
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💡 Key Insights
🏟️ Match Context
• Fixture: Sunderland vs Rotherham | Competition: Championship, Regular Season - 3 | Venue: Stadium of Light • Kick-off: Saturday 19 Aug 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Sunderland 48% | Draw 25% | Rotherham 27% • Poisson goal markets: Over 2.5 54% | BTTS 57% | xG Sunderland 1.67 / Rotherham 1.19 • Poisson strength factors: Sunderland attack 0.994 / def 1.225 | Rotherham attack 0.841 / def 1.194 | league avg home 1.403 / away 1.158 • Poisson stance: Sunderland (48%) — moderate lean
🧮 Prediction Model
1.67
Sunderland xG
Expected Goals
1.19
Rotherham 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 Sunderland vs Rotherham kick off?
Sunderland vs Rotherham kicked off at 15:00 on Saturday 19 August 2023 at Stadium of Light.
What was the final score in Sunderland vs Rotherham?
Sunderland 2 - 1 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 - 3 fixture in the Championship (England).
Who is favourite to win Sunderland vs Rotherham?
Our statistical model gives Sunderland a 48% chance of winning, Rotherham a 27% chance, and a 25% chance of a draw — making Sunderland the favourite.
Will both teams score in Sunderland vs Rotherham?
Our model estimates a 57% 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 54%.
What is the head-to-head record between Sunderland and Rotherham?
Record (4 meetings): Sunderland 1W | Draws 1 | Rotherham 2W.
What form are Sunderland and Rotherham in?
Sunderland (all comps): 5W-2D-3L in 10 | 1.70 PPG | GF 1.50 / GA 1.20 | L5 W-W-L-L-L. Rotherham (all comps): 2W-4D-4L in 10 | 1.00 PPG | GF 1.10 / GA 1.50 | L5 L-W-D-L-D.
🧮 Model Insight
How the Model Works This Match
Sunderland's attacking strength (0.99x league average) is weighed against Rotherham's defensive record (1.19x) to produce a home expected-goals figure of 1.67. The same calculation in reverse, Rotherham's attack versus Sunderland's defence, projects 1.19 expected goals for the visitors.
The sample (48/48 games) mixes this season and last, since the current campaign is still relatively young.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 12.9%. Close behind: 2-1 (9.5%), 1-0 (8.1%). Those top three scorelines alone account for 30% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Sunderland Win
48%
2.08
25%
4.00
27%
3.71
Top 3 Most Likely Scorelines
1 – 1
11.4%
Draw
Most likely
1 – 0
9.6%
Home win
2 – 1
9.5%
Home win
Expected Goals & Win Odds
1.67
Sunderland xG
Total xG
2.86
1.19
Rotherham xG
2.08
48%
Home win
4.00
25%
Draw
3.71
27%
Away win
Goals Markets
78%
Over 1.5
1.28
22%
Under 1.5
4.55
54%
Over 2.5
1.85
46%
Under 2.5
2.17
32%
Over 3.5
3.12
68%
Under 3.5
1.47
16%
Over 4.5
6.25
84%
Under 4.5
1.19
Match Markets
Both Teams to Score
57%
BTTS Yes
1.76
43%
BTTS No
2.32
Clean Sheet
30%
3.29
19%
5.29
Win to Nil
15%
6.86
5%
19.61
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.7 | 6.8 | 4.1 | 1.6 | 0.5 | 0.1 |
| 1 | 9.6 | 11.4 | 6.8 | 2.7 | 0.8 | 0.2 |
| 2 | 8.0 | 9.5 | 5.7 | 2.2 | 0.7 | 0.2 |
| 3 | 4.4 | 5.3 | 3.1 | 1.2 | 0.4 | 0.1 |
| 4 | 1.8 | 2.2 | 1.3 | 0.5 | 0.2 | – |
| 5 | 0.6 | 0.7 | 0.4 | 0.2 | 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 1-1 as the single most likely exact scoreline, at 12.9%.
How many goals are Sunderland and Rotherham expected to score?
The model projects 1.67 expected goals for Sunderland and 1.19 for Rotherham, a combined total of 2.86.
How confident is the prediction model for Sunderland vs Rotherham?
Not very — the model's leading outcome sits at just 48%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Across their last 48 outings, Sunderland have picked up 1.42 PPG on a 18W 14D 16L record — W-W-L-L-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: 11W 18D 19L from 48 games, 1.06 PPG, last five L-W-D-L-D. 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 1.42 PPG, Rotherham on 1.06. Other factors will likely decide this one more than recent results.
Venue Form
On home soil, Sunderland have posted 1.33 PPG from 24 outings (8W 8D 8L).
On the road, Rotherham have gone 2W 11D 11L from 24 away games — 0.71 PPG when travelling.
Comparing the two in their relevant venue splits, Sunderland 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
Sunderland are averaging 1.42 goals scored and 1.23 conceded per game recently; Rotherham are on 1.08 scored and 1.38 conceded.
On BTTS specifically: Sunderland have seen both teams score in 60% of their recent games.
Last 48 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 18W 14D 16L in their last 48 games (1.42 PPG), while Rotherham have gone 11W 18D 19L in their last 48 (1.06 PPG).
Which team has the better venue record — Sunderland at home or Rotherham away?
Sunderland's home record (1.33 PPG) is the stronger of the two venue-specific splits — Sunderland at home: 1.33 PPG; Rotherham away: 0.71 PPG.
⚔️ 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 see a goal before the break in 54% of their matches.
Rotherham are typically involved in an early goal — the half-time board shows at least one in 67% of their matches. They've gone in front at half-time 25% of the time, though they've let that lead slip 17% 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 — Sunderland 67%, Rotherham 38% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 62% (Sunderland) and 38% (Rotherham).
On the defensive side: Rotherham in 33%; Rotherham in 54%.
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 67% of Sunderland's recent matches and 38% 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 62% of Sunderland's recent games and 38% 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 54% of their recent matches, Rotherham in 67% — a useful reference point for first-half goal markets.
Prediction vindicated as Sunderland edge out Rotherham 2-1.
📝 Match Report
How It Unfolded
Sunderland beat Rotherham 2-1 at Stadium of Light, Regular Season - 3, 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 1.67 xG and Rotherham 1.19 xG, a combined 2.86. The scoreboard read 2-1 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 Sunderland attack 0.99 / defence 1.23 against Rotherham attack 0.84 / defence 1.19, drawn from 48/48 games (Blended).
On the result, the model split it Sunderland 48% | Draw 25% | Rotherham 27%, with Sunderland to win its most likely call at 48%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 54%. The game delivered 3, so it went over — in line with the projection. 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 (Sunderland 56%, Rotherham 50%), a base rate that agreed with today's over. Their combined BTTS history runs at 55%, which matched the both-scored outcome.
Trading Patterns vs Reality
Sunderland's trading profile (48 games, 24 home) set some clear expectations: BTTS lands in 60% of their matches — today it did.
Rotherham's trading profile (48 games, 24 away) set some clear expectations: BTTS lands in 50% of their matches — today it did.
Form vs Result
The form lines were close — Sunderland 1.42 PPG, Rotherham 1.06 PPG — offering no strong steer, and the Sunderland win broke the near-deadlock.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (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.