Stoke City 3-1 Derby – Result & Analysis
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Poisson model rates Stoke City at 43%, yet other data sources diverge — this Stoke City vs Derby fixture contains genuine analytical tension.
✍️ Match Preview
Pre-Match Analysis
Stoke City and Derby meet at Bet365 Stadium in Championship, Regular Season - 1. This fixture gets under way on Saturday 9 August 2025 at 15:00 UTC.
Current Form
Stoke City's overall Championship record this term: 4W 3D 3L from 10 games (1.50 PPG). Last five: W W L L D. They are averaging 0.90 goals per game and conceding 1.20 — 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. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes. Stoke City haven't played a Championship game yet this season, so this record is entirely from last season.
Stoke City's form when playing at home: 4W 4D 2L across 10 games at Bet365 Stadium this term (1.60 PPG). At home they are averaging 1.10 goals scored and 0.80 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Bet365 Stadium.
Derby have collected 1.80 PPG across 10 Championship outings this season: 5W 3D 2L. Last five: D L W W D. Their scoring rate of 1.30 per game is modest, conceding 0.70 — not a side to back heavily on the Over 2.5 from their form alone. Defensively, 0.70 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not. Both teams have scored in just 30% of their games, reflecting a regular tendency to keep or record clean sheets. Derby haven't played a Championship game yet this season, so this record is entirely from last season.
On the road, Derby have gone 3W 2D 5L from 10 away fixtures this term (1.10 PPG). Away from home they average 1.10 goals scored and 1.50 conceded per game. Their away PPG of 1.10 is notably below their overall 1.80 — form away from home has been a clear weakness this season.
Both sides are running at similar form levels — 1.50 PPG for Stoke City against 1.80 for Derby. There is no clear form edge to exploit here; other signals need to take the lead.
H2H Analysis
The head-to-head record is closely matched — Stoke City lead 1W to 2W over the last 4 encounters, with 1 draws, though neither side has established a commanding advantage.
The 4 previous meetings have averaged 2.2 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 3 May 2025, ended 0–0 with a draw.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
Trading & In-Play
Stoke City — key trading statistics (46 games, 23 at home): they score before half-time in 61% of fixtures in home games; when goalless at HT, a second-half goal follows 63% of the time; BTTS occurs in 52% of their matches (home games); Over 2.5 goals lands in 39% of games (home games); they fail to score in 39% of games.
Derby — key trading statistics (46 games, 23 at away): they score before half-time in 56% of fixtures in away games; when goalless at HT, a second-half goal follows 79% of the time; BTTS occurs in 61% of their matches (away games); Over 2.5 goals lands in 48% of games (away games); they fail to score in 37% of games.
BTTS rates are mixed from the trading data — Stoke City 46% versus Derby 46%; 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 37% | Derby 39%).
Poisson Model
The Poisson distribution model projects Stoke City 1.32 xG and Derby 1.03 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 0.977 / defence 0.997 | Derby attack 1.045 / defence 1.022. League average goals — home 1.323 / away 0.985. Data: 46 Stoke City games / 46 Derby games used (PrevSeason). Note: current-season sample is too small — prior-season data is carrying the calculation. Model confidence is reduced; treat probabilities as directional rather than precise.
Result probabilities: Stoke City 43% | Draw 28% | Derby 29%. Fair-value odds: Stoke City 2.33 | Draw 3.57 | Derby 3.45. This is a low-confidence result — no outcome exceeds 45%. The draw at 28% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 42% | BTTS probability 47% | Total xG 2.35. Under 2.5 has a narrow probability edge at 58% — total xG of 2.35 is below the line but not decisively so. BTTS probability of 47% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Stoke City are the pick at 43% — marginal model lean. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Stoke City if the outright odds are short. The opposing side holds a 29% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.35 xG in total — Under 2.5 at 42% — Poisson-only — limited corroboration confidence.
Poisson assigns a 47% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Stoke City 40% | Derby 50% BTTS from recent games.
The Poisson model is drawing on PrevSeason data (46 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: Stoke City vs Derby | Competition: Championship, Regular Season - 1 | Venue: Bet365 Stadium • Kick-off: Saturday 9 Aug 2025, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Stoke City 43% | Draw 28% | Derby 29% • Poisson goal markets: Over 2.5 42% | BTTS 47% | xG Stoke City 1.32 / Derby 1.03 • Poisson strength factors: Stoke City attack 0.977 / def 0.997 | Derby attack 1.045 / def 1.022 | league avg home 1.323 / away 0.985 • Poisson stance: Stoke City (43%) — low confidence — close contest
🧮 Prediction Model
1.32
Stoke City xG
Expected Goals
1.03
Derby xG
47%
BTTS
68%
Over 1.5
42%
Over 2.5
21%
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 Derby kick off?
Stoke City vs Derby kicked off at 15:00 on Saturday 9 August 2025 at Bet365 Stadium.
What was the final score in Stoke City vs Derby?
Stoke City 3 - 1 Derby.
Where is Stoke City vs Derby being played?
The match is being played at Bet365 Stadium.
What competition is Stoke City vs Derby part of?
Stoke City vs Derby is a Regular Season - 1 fixture in the Championship (England).
Who is favourite to win Stoke City vs Derby?
Our statistical model gives Stoke City a 43% chance of winning, Derby a 29% chance, and a 28% chance of a draw — making Stoke City the favourite.
Will both teams score in Stoke City vs Derby?
Our model estimates a 47% probability that both Stoke City and Derby will score (BTTS).
Will Stoke City vs Derby have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 42%.
What is the head-to-head record between Stoke City and Derby?
Record (4 meetings): Stoke City 1W | Draws 1 | Derby 2W.
What form are Stoke City and Derby in?
No current-season fixtures available — form shown from previous season data. Stoke City (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 0.90 / GA 1.20 | L5 W-W-L-L-D.
🧮 Model Insight
Where the Numbers Come From
Working from Stoke City's attack rating (0.98) and Derby's defence rating (1.02), the model arrives at 1.32 expected goals for the home side. Flip it around — Derby's attack (1.04x) against Stoke City's defence (1.00x) — and the away total comes out at 1.03.
These ratings are built from 46/46 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 14.6%. Close behind: 0-0 (11.2%), 1-0 (10.9%). Those top three scorelines alone account for 37% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Stoke City Win
43%
2.30
28%
3.62
29%
3.45
Top 3 Most Likely Scorelines
1 – 1
13.0%
Draw
Most likely
1 – 0
12.6%
Home win
0 – 1
9.8%
Away win
Expected Goals & Win Odds
1.32
Stoke City xG
Total xG
2.35
1.03
Derby xG
2.30
43%
Home win
3.62
28%
Draw
3.45
29%
Away win
Goals Markets
68%
Over 1.5
1.47
32%
Under 1.5
3.12
42%
Over 2.5
2.38
58%
Under 2.5
1.72
21%
Over 3.5
4.76
79%
Under 3.5
1.27
9%
Over 4.5
11.11
91%
Under 4.5
1.10
Match Markets
Both Teams to Score
47%
BTTS Yes
2.12
53%
BTTS No
1.89
Clean Sheet
36%
2.79
27%
3.75
Win to Nil
16%
6.43
8%
12.94
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 9.6 | 9.8 | 5.0 | 1.7 | 0.4 | 0.1 |
| 1 | 12.6 | 13.0 | 6.6 | 2.3 | 0.6 | 0.1 |
| 2 | 8.4 | 8.6 | 4.4 | 1.5 | 0.4 | 0.1 |
| 3 | 3.7 | 3.8 | 1.9 | 0.7 | 0.2 | – |
| 4 | 1.2 | 1.2 | 0.6 | 0.2 | 0.1 | – |
| 5 | 0.3 | 0.3 | 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 Stoke City vs Derby?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.6%.
How many goals are Stoke City and Derby expected to score?
The model projects 1.32 expected goals for Stoke City and 1.03 for Derby, a combined total of 2.35.
How confident is the prediction model for Stoke City vs Derby?
Not very — the model's leading outcome sits at just 43%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Stoke City's recent record stands at 12W 15D 19L from 46 games, a 1.11 PPG return, with W-W-L-L-D in the last five. Stoke City haven't played enough this season for a current-season-only sample, so this includes results carried over from last season.
Derby, meanwhile, have gone 13W 11D 22L across 46 games — 1.09 PPG, with D-L-W-W-D in their last five. Derby haven't played enough this season for a current-season-only sample, so this includes results carried over from last season.
There isn't much between them on recent form — 1.11 PPG for Stoke City against 1.09 for Derby. Neither side arrives with a clear form advantage.
How They Fare by Venue
At home specifically, Stoke City have managed 8W 9D 6L from 23 games — 1.43 PPG in front of their own supporters.
Derby's away record stands at 4W 6D 13L across 23 trips, a 0.78 PPG haul.
Comparing the two in their relevant venue splits, Stoke City come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Attack vs Defence
Stoke City are averaging 0.98 goals scored and 1.35 conceded per game recently; Derby are on 1.04 scored and 1.22 conceded.
Last 46 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Stoke City
Pre-Season
Derby
Pre-Season
❓ Frequently Asked Questions
What form are Stoke City and Derby in coming into this match?
Stoke City have gone 12W 15D 19L in their last 46 games (1.11 PPG), while Derby have gone 13W 11D 22L in their last 46 (1.09 PPG).
Which team has the better venue record — Stoke City at home or Derby away?
Stoke City's home record (1.43 PPG) is the stronger of the two venue-specific splits — Stoke City at home: 1.43 PPG; Derby away: 0.78 PPG.
Have Stoke City or Derby been keeping clean sheets recently?
Stoke City have kept a clean sheet in 30% of their recent games, Derby in 26%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 6 times that we have on record, stretching back to September 2021 — a rivalry that has played out across roughly 4 years. Every recorded meeting has come in Championship. They last met on 6 April 2026, roughly 5 months ago.
Notable Numbers
Specifically as hosts in this fixture, Stoke City have gone 2W 0D 1L from 3 meetings on their own ground against Derby — worth weighing alongside the overall series record.
Last 6 Meetings
2
Stoke City
1
Draws
3
Derby
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Stoke City and Derby?
From 6 meetings on record, Stoke City have won 2, Derby have won 3, and 1 have been drawn.
When did Stoke City and Derby last play each other?
They last met on 6 April 2026, when Derby 2-0 Stoke City.
Who has won more matches between Stoke City and Derby?
Derby have the better head-to-head record, with 3 wins from 6 meetings.
📈 Trading Insight
Early Goal Trends
Stoke City are typically involved in an early goal — the half-time board shows at least one in 61% of their matches. They've gone in front at half-time 30% of the time.
Derby see a goal before the break in 56% of their matches.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Stoke City 52%, Derby 61% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 39% (Stoke City) and 48% (Derby).
On the defensive side: Stoke City keep a clean sheet in 35% of their matches; Stoke City have failed to score in 30% of games; Derby in 35%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Stoke City home games / Derby 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 Derby?
Yes — based on recent matches, both teams have scored in 52% of Stoke City's games and 61% of Derby's, a combined rate that favours BTTS Yes.
Is Stoke City vs Derby usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 39% of Stoke City's recent games and 48% of Derby's, pointing to a tighter contest.
Do Stoke City and Derby tend to score early?
Stoke City have had a goal before half-time in 61% of their recent matches, Derby in 56% — a useful reference point for first-half goal markets.
Stoke City cruise to a comfortable 3-1 victory over Derby.
📝 Match Report
How It Unfolded
Stoke City beat Derby 3-1 at Bet365 Stadium, Regular Season - 1, 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 Stoke City 1.32 xG and Derby 1.03 xG, a combined 2.35. The scoreboard read 3-1 for 4 actual goals. Stoke City beat their projection by 1.7 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Stoke City attack 0.98 / defence 1.00 against Derby attack 1.04 / defence 1.02, drawn from 46/46 games (PrevSeason).
On the result, the model split it Stoke City 43% | Draw 28% | Derby 29%, with Stoke City to win its most likely call at 43%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 42%. The game delivered 4, so it went over — against the model's lean. Over 1.5 had been 68% and landed. Over 3.5 was 21% and came in. On both teams to score, the model sat at 47% and the match saw both sides score — a miss on BTTS. Historically the two sides average 38% Over 2.5 across their same-competition games (Stoke City 37%, Derby 39%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 46%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Stoke City's trading profile (46 games, 23 home) set some clear expectations: BTTS lands in 46% of their matches — today it did; they keep a clean sheet 30% of the time, and conceded here.
Derby's trading profile (46 games, 23 away) set some clear expectations: BTTS lands in 46% of their matches — today it did.
Form vs Result
The form lines were close — Stoke City 1.11 PPG, Derby 1.09 PPG — offering no strong steer, and the Stoke City win broke the near-deadlock. Stoke City (home/away splits) scored 3 against a 1.26 average — above their attacking norm. Derby (home/away splits) shipped 3 against a 1.65 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 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.