Sunderland 2-1 Rotherham – Result & Analysis
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Poisson rates Sunderland at 48% — recent 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 (matchday 3). Kick-off is Saturday 19 August 2023 at 16:00 UK time.
Form Analysis
Looking at their last 10 matches, Sunderland stand at 5W 2D 3L — 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 (20%). Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets.
Sunderland's form when playing at home: 2W 5D 3L across their last 10 home games (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 — home advantage has not translated into better results recently.
Across their last 10 games, Rotherham have recorded 2W 4D 4L — 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 (30%). Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market.
Rotherham's away record over their last 10 away games: 0W 6D 4L (0.60 PPG). Away from home they average 0.50 goals scored and 1.20 conceded per game. 4 clean sheets from their last 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
There is little to separate the sides in our head-to-head data. From 4 H2H matches, Sunderland have won 1, Rotherham 2, with 1 draw — a balanced record that offers no clear steer on its own.
Goals have been a feature of this fixture — the 4 H2H matches in our data averaged 3.5 per game, which gives Over 2.5 a solid head-to-head foundation. The most recent of those, on 21 Feb 2023, ended Sunderland 1–2 Rotherham — a Rotherham win.
With the win record balanced, the strongest H2H signal is in the goals market — at 3.5 goals per game, Over 2.5 is the cleaner angle from the head-to-head data.
In-Play Profile
Sunderland in-play tendencies (last 48 games, 24 of them at home): at least one goal arrives before half-time in 54% of their matches 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; of the 9 games they led at half-time, they failed to win 44%; of the 14 games they trailed at half-time, they recovered to draw or win 36%; BTTS occurs in 67% of their matches (home games); Over 2.5 goals lands in 62% of games (home games).
Rotherham in-play tendencies (last 48 games, 24 of them away): at least one goal arrives before half-time in 67% of their matches in away games; when goalless at HT, a second-half goal follows 36% of the time; of the 14 games they led at half-time, they failed to win 43%; 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%). Note also that Rotherham surrender HT leads in 43% of cases while Sunderland recover from half-time deficits to draw or win 36% of the time — a dynamic that could influence in-play positioning.
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. Sunderland's defence rating of 1.225 (above 1 = concedes more than average) is pushing Rotherham's projected output up. Data: built from Sunderland's last 48 games and Rotherham's last 48. Some of those games are older results, so treat these probabilities as directional rather than precise.
Result probabilities: Sunderland 48% | Draw 25% | Rotherham 27%. Fair-value odds: Sunderland 2.08 | Draw 4.00 | Rotherham 3.71. 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 Yes 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 Yes at 57% is only a slight lean — 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. Recent 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 conviction, supported by the H2H data averaging 3.5 goals per game across 4 H2H matches.
Poisson assigns a 57% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate — both teams scored in: Sunderland 100% (last 10 home games) | Rotherham 50% (last 10 away games).
The Poisson model's sample (Sunderland 48 games, Rotherham 48) includes some older results, so its projections carry extra uncertainty — weight recent form and the odds accordingly.
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💡 Key Insights
🏟️ Match Context
• Fixture: Sunderland vs Rotherham | Competition: Championship, matchday 3 | Venue: Stadium of Light • Kick-off: Saturday 19 August 2023 at 16:00 UK time • Data inputs: head-to-head data, recent form (overall and home/away), the Poisson prediction model and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Sunderland 48% | Draw 25% | Rotherham 27% • Poisson goal markets: Over 2.5 54% (Under 46%) | BTTS Yes 57% (No 43%) | 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.
❓ Sunderland vs Rotherham FAQs
What time does Sunderland vs Rotherham kick off?
Sunderland vs Rotherham kicked off at 16:00 UK time 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 Championship fixture (matchday 3) (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, so it leans towards BTTS Yes.
Will Sunderland vs Rotherham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 54%, so it leans towards over 2.5 goals.
🧮 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.
These ratings are built from Sunderland's last 48 games and Rotherham's last 48, a sample that still includes some older results.
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 β 1
11.4%
Draw
Most likely
1 β 0
9.6%
Home win
2 β 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 Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Sunderland vs Rotherham Prediction FAQs
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.
Rotherham's form line: 11W 18D 19L from 48 games, 1.06 PPG, last five L-W-D-L-D.
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 their last 24 home games (8W 8D 8L).
On the road, Rotherham have gone 2W 11D 11L from their last 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
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Sunderland
Early Season
Rotherham
Early Season
Sunderland (Home) vs Rotherham (Away)
Home games only for the home side · Away games only for the away side
Sunderland
Early Season
Rotherham
Early Season
❓ Sunderland vs Rotherham Form FAQs
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
This section is based on the 6 H2H matches we hold for this pairing, spanning roughly 2 years from October 2021. They cover more than one competition — League One, Championship. The most recent in our data was on 29 December 2023, some 2 years back — so squads and form on both sides may look very different now.
Streaks & Records
The biggest gap in our H2H data came on 30 Oct 2021, when Rotherham won Rotherham 5-1 Sunderland.
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
❓ Sunderland vs Rotherham H2H FAQs
What is the head-to-head record between Sunderland and Rotherham?
Across the 6 head-to-head matches in our data, Sunderland have won 2, Rotherham have won 2, and 2 have been drawn.
When did Sunderland and Rotherham last play each other?
The most recent meeting in our data was on 29 December 2023: Rotherham 1-1 Sunderland.
📈 Trading Insight
First-Half Patterns
Sunderland see a goal before the break in 54% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 50% of those situations.
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 67% 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 12% of those situations.
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 β shown as β where unavailable.
❓ Sunderland vs Rotherham Trading FAQs
Do both teams usually score in Sunderland and Rotherham matches?
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.
Are Sunderland and Rotherham matches usually high-scoring?
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 matches tend to have early goals?
There has been at least one first-half goal in 54% of Sunderland's recent matches and 67% of Rotherham's — 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.