Stoke City 2-1 Sunderland – Result & Analysis
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Poisson rates Sunderland at 57% — current form provides partial corroboration, though signals are mixed in this Stoke City vs Sunderland encounter.
✍️ Match Preview
Analysis & Preview
A Championship encounter, Regular Season - 12 sees Sunderland travel to bet365 Stadium to take on Stoke City. The game is scheduled for Saturday 21 October 2023, 15:00 UTC.
Recent Form
Across all Championship games this season, Stoke City have gone 2W 1D 7L from 10 outings — 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 provides some defensive foundation. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes. This season is still relatively young for Stoke City, so this record blends games from this season and last.
Stoke City's form when playing at home: 2W 1D 7L across 10 games at bet365 Stadium this term (0.70 PPG). At home they are averaging 0.80 goals scored and 1.30 conceded per game.
Sunderland — All Games: 6W 1D 3L from 10 Championship fixtures this season — 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. This season is still relatively young for Sunderland, so this record blends games from this season and last.
Sunderland's away record: 6W 2D 2L from 10 road trips in Championship this season (2.00 PPG). Away from home they average 1.60 goals scored and 0.70 conceded per game. 5 away clean sheets from 10 games (50%) — they are as difficult to score against on the road as they are at home.
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 historically. From 2 previous meetings, Stoke City have won 1, Sunderland 1, with 0 draws — a balanced ledger that offers no obvious directional steer on its own.
The 2 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 4 Mar 2023, ended 5–1 with Stoke City 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 Data
Stoke City trading profile (57 games, 28 at home): they score before half-time in 68% of fixtures 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 (57 games, 28 at away): they score before half-time in 75% of fixtures 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; 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 strength of 0.788 is below the league average — the 0.89 xG projection reflects a team that scores at a discount to the division norm. Sunderland have an above-average attack strength of 1.259 — the away xG of 1.78 is driven by genuine attacking quality on the road. Data: 57 Stoke City games / 57 Sunderland games used (CurrentSeason).
Result probabilities: Stoke City 17% | Draw 26% | Sunderland 57%. Fair-value odds: Stoke City 5.88 | Draw 3.85 | Sunderland 1.75. The model has a clear lean to Sunderland (57%) — a 40pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 50% | BTTS 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 probability of 51% is moderate — 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. Current-season 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 form averaging 2.2 goals per game.
The Poisson model's BTTS call is Yes at 51%. This conflicts with form data: Stoke City 40% | Sunderland 40% from recent games — a notable divergence.
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💡 Key Insights
🏟️ Match Context
• Fixture: Stoke City vs Sunderland | Competition: Championship, Regular Season - 12 | Venue: bet365 Stadium • Kick-off: Saturday 21 Oct 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Stoke City 17% | Draw 26% | Sunderland 57% • Poisson goal markets: Over 2.5 50% | BTTS 51% | 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.
❓ Frequently Asked Questions
What time does Stoke City vs Sunderland kick off?
Stoke City vs Sunderland kicked off at 15:00 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 Regular Season - 12 fixture in the Championship (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 (BTTS).
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%.
What is the head-to-head record between Stoke City and Sunderland?
Record (2 meetings): Stoke City 1W | Draws 0 | Sunderland 1W.
What form are Stoke City and Sunderland in?
Stoke City (all comps): 2W-1D-7L in 10 | 0.70 PPG | GF 0.70 / GA 1.60 | L5 D-L-W-L-L. Sunderland (all comps): 6W-1D-3L in 10 | 1.90 PPG | GF 1.90 / GA 1.00 | L5 W-L-W-W-L.
🧮 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 57/57 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 1-1 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
❓ Frequently Asked Questions
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. The sample for Stoke City is still a mix of this season and last, given how young the current campaign is.
Sunderland, meanwhile, have gone 24W 15D 18L across 57 games — 1.53 PPG, with W-L-W-W-L in their last five. The sample for Sunderland is still a mix of this season and last, given how young the current campaign is.
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 28 games — 1.04 PPG in front of their own supporters.
Sunderland's away record stands at 13W 7D 8L across 28 trips, 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 — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Stoke City
Blended
Sunderland
Blended
❓ Frequently Asked Questions
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
6 meetings separate these sides on the data we hold, the series stretching back to August 2022. Every recorded meeting has come in Championship. It has been a while since the last meeting — 29 December 2024, 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 4 Mar 2023, when Stoke City won 1-5 — the largest margin of victory on record between these two.
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
❓ Frequently Asked Questions
What is the head-to-head record between Stoke City and Sunderland?
From 6 meetings on record, Stoke City have won 3, Sunderland have won 3, and 0 have been drawn.
When did Stoke City and Sunderland last play each other?
They last met on 29 December 2024, when 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.
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 11% 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.
❓ Frequently Asked Questions
Do both teams usually score when Stoke City play Sunderland?
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.
Is Stoke City vs Sunderland usually a high-scoring fixture?
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 tend to score early?
Stoke City have had a goal before half-time in 68% of their recent matches, Sunderland in 75% — 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.