Stoke City 0-1 Rotherham – Result & Analysis
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Poisson model rates Stoke City at 56%, yet other data sources diverge — this Stoke City vs Rotherham fixture contains genuine analytical tension.
✍️ Match Preview
Pre-Match Analysis
Stoke City and Rotherham meet at bet365 Stadium in Championship, Regular Season - 16. This fixture gets under way on Tuesday 18 October 2022 at 20:00 UTC.
Form
Stoke City (all games): 4W 3D 3L across 10 Championship fixtures this term — 1.50 PPG. Last five: D L D W W. They are averaging 1.20 goals per game and conceding 1.00 — 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. This season is still relatively young for Stoke City, so this record blends games from this season and last.
In front of their own supporters this season, Stoke City have posted 4W 3D 3L at bet365 Stadium — 1.50 PPG. At home they are averaging 1.10 goals scored and 1.10 conceded per game.
Rotherham's overall Championship record this term: 3W 4D 3L from 10 games (1.30 PPG). Last five: D L D L W. Their scoring rate of 1.00 per game is modest, conceding 1.20 — 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. This season is still relatively young for Rotherham, so this record blends games from this season and last.
Rotherham's away record: 1W 5D 4L from 10 road trips in Championship this season (0.80 PPG). Away from home they average 0.40 goals scored and 1.30 conceded per game. 4 clean sheets from 10 away games (40%) shows they are capable of shutting up shop on the road. 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 0.80 is notably below their overall 1.30 — form away from home has been a clear weakness this season.
Neither side holds a meaningful form edge. The 1.50 vs 1.30 PPG split is negligible — model and market signals should carry more analytical weight for this one.
Trading Data
Stoke City goal-timing and half-time pattern breakdown (59 games, 28 at home): they score before half-time in 57% of fixtures in home games; when goalless at HT, a second-half goal follows 86% of the time; BTTS occurs in 43% of their matches (home games); Over 2.5 goals lands in 39% of games (home games).
Rotherham goal-timing and half-time pattern breakdown (59 games, 28 at away): they score before half-time in 46% of fixtures in away games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 14% of their matches (away games); Over 2.5 goals lands in 18% of games (away games); they keep a clean sheet 48% of the time.
BTTS rates are mixed from the trading data — Stoke City 49% versus Rotherham 34%; no strong lean in either direction. Under 2.5 goals has backing from the in-play data — both teams register low Over 2.5 rates (Stoke City 44% | Rotherham 34%).
Poisson Model
The Poisson distribution model projects Stoke City 1.52 xG and Rotherham 0.74 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: Stoke City attack 0.978 / defence 1.194 | Rotherham attack 0.565 / defence 1.202. League average goals — home 1.295 / away 1.093. Rotherham bring a strong defensive rating of 1.202 — this is suppressing Stoke City's projected output below what their attack strength alone would suggest. Data: 60 Stoke City games / 13 Rotherham games used (CurrentSeason).
Result probabilities: Stoke City 56% | Draw 26% | Rotherham 18%. Fair-value odds: Stoke City 1.79 | Draw 3.85 | Rotherham 5.56. The model has a clear lean to Stoke City (56%) — a 38pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 39% | BTTS probability 41% | Total xG 2.26. Under 2.5 has a narrow probability edge at 61% — total xG of 2.26 is below the line but not decisively so. BTTS probability of 41% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Stoke City as the most likely outcome at 56% — clear model lean. Draw No Bet is worth pricing alongside the outright: 26% draw probability makes the stalemate a live outcome even at this conviction level.
On the goals line, Poisson's 2.26 combined xG gives a 39% probability to Under 2.5 — reasonable, supported by form averaging 2.0 goals per game.
The Poisson model's BTTS call is No at 41%. Form rates corroborate: Stoke City 40% | Rotherham 20% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Stoke City vs Rotherham | Competition: Championship, Regular Season - 16 | Venue: bet365 Stadium • Kick-off: Tuesday 18 Oct 2022, 20:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Stoke City 56% | Draw 26% | Rotherham 18% • Poisson goal markets: Over 2.5 39% | BTTS 41% | xG Stoke City 1.52 / Rotherham 0.74 • Poisson strength factors: Stoke City attack 0.978 / def 1.194 | Rotherham attack 0.565 / def 1.202 | league avg home 1.295 / away 1.093 • Poisson stance: Stoke City (56%) — strong lean
🧮 Prediction Model
1.52
Stoke City xG
Expected Goals
0.74
Rotherham xG
41%
BTTS
66%
Over 1.5
39%
Over 2.5
19%
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 Stoke City vs Rotherham kick off?
Stoke City vs Rotherham kicked off at 20:00 on Tuesday 18 October 2022 at bet365 Stadium.
What was the final score in Stoke City vs Rotherham?
Stoke City 0 - 1 Rotherham.
Where is Stoke City vs Rotherham being played?
The match is being played at bet365 Stadium.
What competition is Stoke City vs Rotherham part of?
Stoke City vs Rotherham is a Regular Season - 16 fixture in the Championship (England).
Who is favourite to win Stoke City vs Rotherham?
Our statistical model gives Stoke City a 56% chance of winning, Rotherham a 18% chance, and a 26% chance of a draw — making Stoke City the favourite.
Will both teams score in Stoke City vs Rotherham?
Our model estimates a 41% probability that both Stoke City and Rotherham will score (BTTS).
Will Stoke City vs Rotherham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 39%.
What is the head-to-head record between Stoke City and Rotherham?
No recorded head-to-head meetings available in the dataset.
What form are Stoke City and Rotherham in?
Stoke City (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.20 / GA 1.00 | L5 D-L-D-W-W. Rotherham (all comps): 3W-4D-3L in 10 | 1.30 PPG | GF 1.00 / GA 1.20 | L5 D-L-D-L-W.
🧮 Model Insight
Where the Numbers Come From
Working from Stoke City's attack rating (0.98) and Rotherham's defence rating (1.20), the model arrives at 1.52 expected goals for the home side. Flip it around — Rotherham's attack (0.56x) against Stoke City's defence (1.19x) — and the away total comes out at 0.74.
These ratings are built from 60/13 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 1-0 emerges as the single most likely result, at 14.4%. Close behind: 1-1 (13.2%), 2-0 (12.1%). Those top three scorelines alone account for 40% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Stoke City Win
56%
1.78
26%
3.86
18%
5.54
Top 3 Most Likely Scorelines
1 – 0
15.9%
Home win
Most likely
2 – 0
12.1%
Home win
1 – 1
11.7%
Draw
Expected Goals & Win Odds
1.52
Stoke City xG
Total xG
2.26
0.74
Rotherham xG
1.78
56%
Home win
3.86
26%
Draw
5.54
18%
Away win
Goals Markets
66%
Over 1.5
1.52
34%
Under 1.5
2.94
39%
Over 2.5
2.56
61%
Under 2.5
1.64
19%
Over 3.5
5.26
81%
Under 3.5
1.23
8%
Over 4.5
12.50
92%
Under 4.5
1.09
Match Markets
Both Teams to Score
41%
BTTS Yes
2.45
59%
BTTS No
1.69
Clean Sheet
48%
2.09
22%
4.58
Win to Nil
27%
3.73
4%
25.37
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 10.4 | 7.7 | 2.8 | 0.7 | 0.1 | – |
| 1 | 15.9 | 11.7 | 4.3 | 1.1 | 0.2 | – |
| 2 | 12.1 | 8.9 | 3.3 | 0.8 | 0.1 | – |
| 3 | 6.1 | 4.5 | 1.7 | 0.4 | 0.1 | – |
| 4 | 2.3 | 1.7 | 0.6 | 0.2 | – | – |
| 5 | 0.7 | 0.5 | 0.2 | – | – | – |
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 Stoke City vs Rotherham?
Our Poisson model rates 1-0 as the single most likely exact scoreline, at 14.4%.
How many goals are Stoke City and Rotherham expected to score?
The model projects 1.52 expected goals for Stoke City and 0.74 for Rotherham, a combined total of 2.26.
How confident is the prediction model for Stoke City vs Rotherham?
Reasonably confident — the model's leading outcome is rated at 56%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Across their last 59 outings, Stoke City have picked up 1.32 PPG on a 21W 15D 23L record — D-L-D-W-W across the most recent five. The sample for Stoke City is still a mix of this season and last, given how young the current campaign is.
Rotherham's form line: 31W 15D 13L from 59 games, 1.83 PPG, last five D-L-D-L-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 0.51 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Stoke City.
How They Fare by Venue
On home soil, Stoke City have posted 1.43 PPG from 28 outings (11W 7D 10L).
On the road, Rotherham have gone 12W 9D 7L from 28 away games — 1.61 PPG when travelling.
Attack vs Defence
Stoke City are averaging 1.20 goals scored and 1.14 conceded per game recently; Rotherham are on 1.44 scored and 0.78 conceded.
Defensively: Rotherham in 47% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 59 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Stoke City
Blended
Rotherham
Blended
❓ Frequently Asked Questions
What form are Stoke City and Rotherham in coming into this match?
Stoke City have gone 21W 15D 23L in their last 59 games (1.32 PPG), while Rotherham have gone 31W 15D 13L in their last 59 (1.83 PPG).
Which team has the better venue record — Stoke City at home or Rotherham away?
Rotherham's away record (1.61 PPG) is the stronger of the two venue-specific splits — Stoke City at home: 1.43 PPG; Rotherham away: 1.61 PPG.
Have Stoke City or Rotherham been keeping clean sheets recently?
Stoke City have kept a clean sheet in 34% of their recent games, Rotherham in 47%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 4 times that we have on record, stretching back to October 2022 — a rivalry that has played out across roughly 1 year. Every recorded meeting has come in Championship. It has been a while since the last meeting — 13 January 2024, some 1 year back — so squads and form on both sides may look very different now.
Notable Numbers
Stoke City have won the last 2 meetings between these two, a run that gives them the psychological edge coming in.
For context on how one-sided this fixture can get: Stoke City won 4-1 on 5 Aug 2023, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Stoke City have gone 1W 0D 1L from 2 meetings on their own ground against Rotherham — worth weighing alongside the overall series record.
Last 4 Meetings
2
Stoke City
1
Draws
1
Rotherham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Stoke City and Rotherham?
From 4 meetings on record, Stoke City have won 2, Rotherham have won 1, and 1 have been drawn.
When did Stoke City and Rotherham last play each other?
They last met on 13 January 2024, when Rotherham 0-1 Stoke City.
Who has won more matches between Stoke City and Rotherham?
Stoke City have the better head-to-head record, with 2 wins from 4 meetings.
📈 Trading Insight
Early Goal Trends
Stoke City see a goal before the break in 57% of their matches. They've gone in front at half-time 25% of the time.
Rotherham see a goal before the break in 46% of their matches. They've gone in front at half-time 32% of the time.
Full-Time Markets
Neither side has been leaking BTTS chances often — 43% (Stoke City) and 14% (Rotherham) both sit on the low side, favouring BTTS No.
Low-scoring games have been more typical here — Over 2.5 sits at just 39% for Stoke City and 18% for Rotherham.
On the defensive side: Stoke City keep a clean sheet in 36% of their matches; Rotherham in 61%; Rotherham in 43%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Stoke City 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 Stoke City play Rotherham?
Not especially — both teams scoring has occurred in only 43% of Stoke City's recent matches and 14% of Rotherham's, a rate that leans toward BTTS No.
Is Stoke City vs Rotherham usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 39% of Stoke City's recent games and 18% of Rotherham's, pointing to a tighter contest.
Shock result as Rotherham defy the odds to beat Stoke City 0-1.
📝 Match Report
How It Unfolded
Rotherham beat Stoke City 0-1 at bet365 Stadium, Regular Season - 16, in the Championship. That is the final score; the rest of this report grades it against what the data forecast beforehand.
The Model vs The Result
The Poisson model went into this projecting Stoke City 1.52 xG and Rotherham 0.74 xG, a combined 2.26. The scoreboard read 0-1 for 1 actual goal. Stoke City fell 1.5 short of their projected output. Those figures were built on strength ratings of Stoke City attack 0.98 / defence 1.19 against Rotherham attack 0.56 / defence 1.20, drawn from 60/13 games (CurrentSeason).
On the result, the model split it Stoke City 56% | Draw 26% | Rotherham 18%, with Stoke City to win its most likely call at 56%. Instead the game produced a Rotherham win, an outcome the model had rated at just 18% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 39%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 66% and missed. On both teams to score, the model sat at 41% and the match did not — another call in the model's favour. Historically the two sides average 39% Over 2.5 across their same-competition games (Stoke City 44%, Rotherham 34%), a base rate that agreed with today's under. Their combined BTTS history runs at 42%, which matched the one-sided outcome.
Trading Patterns vs Reality
Stoke City's trading profile (59 games, 28 home) set some clear expectations: BTTS lands in 49% of their matches — today it did not; they keep a clean sheet 34% of the time, and conceded here.
Rotherham's trading profile (59 games, 28 away) set some clear expectations: BTTS lands in 34% 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 — 1.83 PPG against 1.32. The form guide was vindicated by the result. Stoke City (home/away splits) managed 0 against a 1.25 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 3 of 4 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit), form (hit). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 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.