Stoke City 2-1 Sunderland – Result & Analysis
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Poisson rates Sunderland at 57% — recent form provides partial corroboration, though signals are mixed in this Stoke City vs Sunderland encounter.
✍️ Match Preview
Analysis & Preview
Sunderland travel to bet365 Stadium to take on Stoke City in Championship (matchday 12). The game is scheduled for Saturday 21 October 2023 at 16:00 UK time.
Recent Form
Across their last 10 games, Stoke City have gone 2W 1D 7L — a 0.70 PPG return. Last five: D L W L L. They are averaging 0.70 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market. 1 clean sheet from 10 outings (10%). Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes.
Stoke City's form when playing at home: 2W 1D 7L across their last 10 home games (0.70 PPG). At home they are averaging 0.80 goals scored and 1.30 conceded per game.
Sunderland — last 10 games: 6W 1D 3L — 1.90 PPG. Last five: W L W W L. They are scoring at 1.90 per game and conceding 1.00. 4 clean sheets in 10 outings (40%) underlines their defensive solidity.
Sunderland's away record over their last 10 away games: 6W 2D 2L (2.00 PPG). Away from home they average 1.60 goals scored and 0.70 conceded per game. 5 away clean sheets from their last 10 away games (50%) — they are hard to break down on the road.
The form data does not support a straightforward home bias here. Sunderland are 1.20 PPG ahead (1.90 vs 0.70), making them the form-guided selection despite the trip.
H2H Record
There is little to separate the sides in our head-to-head data. From 2 H2H matches, Stoke City have won 1, Sunderland 1, with 0 draws — a balanced record that offers no clear steer on its own. With only 2 H2H matches to go on, treat this as a light input.
These two sides have produced goals at a healthy rate, averaging 3.5 per game across the 2 H2H matches we hold. That scoring profile supports the Over 2.5 angle. The most recent of those, on 4 Mar 2023, ended Stoke City 5–1 Sunderland — a Stoke City 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 Data
Stoke City trading profile (last 57 games, 28 of them at home): at least one goal arrives before half-time in 68% of their matches in home games; when goalless at HT, a second-half goal follows 73% of the time; BTTS occurs in 36% of their matches (home games); Over 2.5 goals lands in 43% of games (home games); they fail to score in 42% of games.
Sunderland trading profile (last 57 games, 28 of them away): at least one goal arrives before half-time in 75% of their matches in away games; when goalless at HT, a second-half goal follows 80% of the time; two or more arrive in the second half on 55% of those occasions; of the 13 games they led at half-time, they failed to win 31%; of the 14 games they trailed at half-time, they recovered to draw or win 36%; BTTS occurs in 54% of their matches (away games); Over 2.5 goals lands in 54% of games (away games).
BTTS rates are mixed from the trading data — Stoke City 40% versus Sunderland 56%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Stoke City 42% | Sunderland 58%).
Poisson Model
The Poisson distribution model projects Stoke City 0.89 xG and Sunderland 1.78 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 0.788 / defence 1.135 | Sunderland attack 1.259 / defence 0.820. League average goals — home 1.377 / away 1.244. Stoke City's attack rating of 0.788 is below the league average, which holds their xG down at 0.89. Sunderland have an above-average attack rating of 1.259, which lifts their away xG to 1.78. Data: built from Stoke City's last 57 games and Sunderland's last 57.
Result probabilities: Stoke City 17% | Draw 26% | Sunderland 57%. Fair-value odds: Stoke City 5.91 | Draw 3.81 | Sunderland 1.76. The model has a clear lean to Sunderland (57%) — a 31pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 50% | BTTS Yes probability 51% | Total xG 2.67. Over/Under 2.5 is close to a coin-flip at 50%/50% — the total xG of 2.67 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS Yes at 51% is only a slight lean — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Our Verdict
Poisson rates Sunderland as the most likely outcome at 57% — clear model lean. Recent form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 26% draw probability makes the stalemate a live outcome even at this conviction level.
Poisson projects 2.67 total expected goals, pointing to Under 2.5 at 50% probability — reasonable conviction, supported by recent form (Stoke City's last 10 home games and Sunderland's last 10 away games) averaging 2.2 goals per game.
The Poisson model's BTTS call is Yes at 51%. This conflicts with form data — both teams scored in: Stoke City 40% (last 10 home games) | Sunderland 40% (last 10 away games), a notable divergence.
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💡 Key Insights
🏟️ Match Context
• Fixture: Stoke City vs Sunderland | Competition: Championship, matchday 12 | Venue: bet365 Stadium • Kick-off: Saturday 21 October 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: Stoke City 17% | Draw 26% | Sunderland 57% • Poisson goal markets: Over 2.5 50% (Under 50%) | BTTS Yes 51% (No 49%) | xG Stoke City 0.89 / Sunderland 1.78 • Poisson strength factors: Stoke City attack 0.788 / def 1.135 | Sunderland attack 1.259 / def 0.820 | league avg home 1.377 / away 1.244 • Poisson stance: Sunderland (57%) — strong lean
🧮 Prediction Model
0.89
Stoke City xG
Expected Goals
1.78
Sunderland xG
51%
BTTS
76%
Over 1.5
50%
Over 2.5
28%
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.
❓ Stoke City vs Sunderland FAQs
What time does Stoke City vs Sunderland kick off?
Stoke City vs Sunderland kicked off at 16:00 UK time on Saturday 21 October 2023 at bet365 Stadium.
What was the final score in Stoke City vs Sunderland?
Stoke City 2 - 1 Sunderland.
Where is Stoke City vs Sunderland being played?
The match is being played at bet365 Stadium.
What competition is Stoke City vs Sunderland part of?
Stoke City vs Sunderland is a Championship fixture (matchday 12) (England).
Who is favourite to win Stoke City vs Sunderland?
Our statistical model gives Stoke City a 17% chance of winning, Sunderland a 57% chance, and a 26% chance of a draw — making Sunderland the favourite.
Will both teams score in Stoke City vs Sunderland?
Our model estimates a 51% probability that both Stoke City and Sunderland will score, so it leans towards BTTS Yes.
Will Stoke City vs Sunderland have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 50% — effectively a coin flip.
🧮 Model Insight
How the Model Works This Match
Working from Stoke City's attack rating (0.79) and Sunderland's defence rating (0.82), the model arrives at 0.89 expected goals for the home side. The same calculation in reverse, Sunderland's attack versus Stoke City's defence, projects 1.78 expected goals for the visitors.
These ratings are built from Stoke City's last 57 games and Sunderland's last 57 — a full enough recent sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 1-1 emerges as the single most likely result, at 12.4%. Close behind: 0-2 (11.0%), 0-1 (10.9%). Those top three scorelines alone account for 34% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Sunderland Win
17%
5.91
26%
3.81
57%
1.76
Top 3 Most Likely Scorelines
0 – 1
12.4%
Away win
Most likely
0 – 2
11.0%
Away win
1 – 1
11.0%
Draw
Expected Goals & Win Odds
0.89
Stoke City xG
Total xG
2.67
1.78
Sunderland xG
5.91
17%
Home win
3.81
26%
Draw
1.76
57%
Away win
Goals Markets
75%
Over 1.5
1.33
25%
Under 1.5
4.00
50%
Over 2.5
2.00
50%
Under 2.5
2.00
28%
Over 3.5
3.57
72%
Under 3.5
1.39
13%
Over 4.5
7.69
87%
Under 4.5
1.15
Match Markets
Both Teams to Score
51%
BTTS Yes
1.98
49%
BTTS No
2.02
Clean Sheet
17%
5.92
41%
2.43
Win to Nil
3%
34.98
23%
4.28
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 6.9 | 12.4 | 11.0 | 6.5 | 2.9 | 1.0 |
| 1 | 6.2 | 11.0 | 9.8 | 5.8 | 2.6 | 0.9 |
| 2 | 2.7 | 4.9 | 4.3 | 2.6 | 1.1 | 0.4 |
| 3 | 0.8 | 1.4 | 1.3 | 0.8 | 0.3 | 0.1 |
| 4 | 0.2 | 0.3 | 0.3 | 0.2 | 0.1 | – |
| 5 | – | 0.1 | 0.1 | – | – | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Stoke City vs Sunderland Prediction FAQs
What is the most likely scoreline for Stoke City vs Sunderland?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 12.4%.
How many goals are Stoke City and Sunderland expected to score?
The model projects 0.89 expected goals for Stoke City and 1.78 for Sunderland, a combined total of 2.67.
How confident is the prediction model for Stoke City vs Sunderland?
Reasonably confident — the model's leading outcome is rated at 57%, a clear lean rather than a toss-up.
📈 Form Insight
Form at a Glance
Stoke City's recent record stands at 17W 12D 28L from 57 games, a 1.11 PPG return, with D-L-W-L-L in the last five.
Sunderland, meanwhile, have gone 24W 15D 18L across 57 games — 1.53 PPG, with W-L-W-W-L in their last five.
The points-per-game comparison favours Sunderland by 0.42 — a real, if not enormous, edge over Stoke City heading into this one.
Venue Form
At home specifically, Stoke City have managed 8W 5D 15L from their last 28 home games — 1.04 PPG in front of their own supporters.
Sunderland's away record stands at 13W 7D 8L across their last 28 away games, a 1.64 PPG haul.
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
Stoke City are averaging 1.16 goals scored and 1.25 conceded per game recently; Sunderland are on 1.51 scored and 1.18 conceded.
Last 57 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Stoke City
Blended
Sunderland
Blended
Stoke City (Home) vs Sunderland (Away)
Home games only for the home side · Away games only for the away side
Stoke City
Blended
Sunderland
Blended
❓ Stoke City vs Sunderland Form FAQs
What form are Stoke City and Sunderland in coming into this match?
Stoke City have gone 17W 12D 28L in their last 57 games (1.11 PPG), while Sunderland have gone 24W 15D 18L in their last 57 (1.53 PPG).
Which team has the better venue record — Stoke City at home or Sunderland away?
Sunderland's away record (1.64 PPG) is the stronger of the two venue-specific splits — Stoke City at home: 1.04 PPG; Sunderland away: 1.64 PPG.
Have Stoke City or Sunderland been keeping clean sheets recently?
Stoke City have kept a clean sheet in 25% of their recent games, Sunderland in 32%.
⚔️ Rivalry Insight
Fixture History
This section is based on the 6 H2H matches we hold for this pairing, spanning roughly 2 years from August 2022. All of them came in Championship. The most recent in our data was on 29 December 2024, some 1 year back — so squads and form on both sides may look very different now.
Streaks & Records
The biggest gap in our H2H data came on 4 Mar 2023, when Stoke City won Sunderland 1-5 Stoke City.
Stoke City's record when hosting Sunderland specifically: 2W 0D 1L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 6 Meetings
3
Stoke City
0
Draws
3
Sunderland
Recent Meetings
❓ Stoke City vs Sunderland H2H FAQs
What is the head-to-head record between Stoke City and Sunderland?
Across the 6 head-to-head matches in our data, Stoke City have won 3, Sunderland have won 3, and 0 have been drawn.
When did Stoke City and Sunderland last play each other?
The most recent meeting in our data was on 29 December 2024: Stoke City 1-0 Sunderland.
📈 Trading Insight
First-Half Patterns
Stoke City are typically involved in an early goal — the half-time board shows at least one in 68% of their matches. They've gone in front at half-time 36% of the time, though they've let that lead slip 30% 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.
Sunderland are typically involved in an early goal — the half-time board shows at least one in 75% of their matches. They've gone in front at half-time 25% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 30% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Stoke City 36%, Sunderland 54% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 43% (Stoke City) and 54% (Sunderland).
On the defensive side: Sunderland in 36%; Stoke City have failed to score in 46% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Stoke City home games / Sunderland away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Stoke City vs Sunderland Trading FAQs
Do both teams usually score in Stoke City and Sunderland matches?
Not especially — both teams scoring has occurred in only 36% of Stoke City's recent matches and 54% of Sunderland's, a rate that leans toward BTTS No.
Are Stoke City and Sunderland matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 43% of Stoke City's recent games and 54% of Sunderland's, pointing to a tighter contest.
Do Stoke City and Sunderland matches tend to have early goals?
There has been at least one first-half goal in 68% of Stoke City's recent matches and 75% of Sunderland's — a useful reference point for first-half goal markets.
Shock result as Stoke City defy the odds to beat Sunderland 2-1.
📝 Match Report
How It Unfolded
Stoke City beat Sunderland 2-1 at bet365 Stadium, Regular Season - 12, 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 0.89 xG and Sunderland 1.78 xG, a combined 2.67. The scoreboard read 2-1 for 3 actual goals. Stoke City beat their projection by 1.1 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Stoke City attack 0.79 / defence 1.14 against Sunderland attack 1.26 / defence 0.82, drawn from 57/57 games (CurrentSeason).
On the result, the model split it Stoke City 17% | Draw 26% | Sunderland 57%, with Sunderland to win its most likely call at 57%. Instead the game produced a Stoke City win, an outcome the model had rated at just 17% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 50%. The game delivered 3, so it went over — the model's lean was correct. Over 1.5 had been 76% and landed. On both teams to score, the model sat at 51% and the match saw both sides score — another call in the model's favour. Historically the two sides average 50% Over 2.5 across their same-competition games (Stoke City 42%, Sunderland 58%), a base rate that agreed with today's over. Their combined BTTS history runs at 48%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Stoke City's trading profile (57 games, 28 home) set some clear expectations: BTTS lands in 40% of their matches — today it did.
Sunderland's trading profile (57 games, 28 away) set some clear expectations: BTTS lands in 56% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Form vs Result
On form, Sunderland arrived the stronger side — 1.53 PPG against 1.11. Form was overturned, with Stoke City winning despite arriving in poorer recent shape. Stoke City (home/away splits) scored 2 against a 1.11 average — above their attacking norm. Sunderland (home/away splits) shipped 2 against a 0.93 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 1 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit), form (miss). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.
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