Stoke City 2-1 Derby – Result & Analysis
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Poisson model rates Stoke City at 57%, 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 - 13. This fixture gets under way on Saturday 2 November 2024 at 12:30 UTC.
Current Form
Stoke City's overall Championship record this term: 2W 3D 5L from 10 games (0.90 PPG). Last five: W D D D L. They are averaging 1.20 goals per game and conceding 1.40 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings provides some defensive foundation. 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: 4W 4D 2L across 10 games at bet365 Stadium this term (1.60 PPG). They are averaging 2.20 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 70% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 1.60 is noticeably stronger than their overall 0.90 — Stoke City are significantly better at bet365 Stadium than their overall form suggests.
Derby have collected 1.20 PPG across 10 Championship outings this season: 3W 3D 4L. Last five: L W D D D. Their scoring rate of 1.20 per game is modest, conceding 1.10 — 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 Derby, so this record blends games from this season and last.
On the road, Derby have gone 1W 4D 5L from 10 away fixtures this term (0.70 PPG). Away from home they average 0.80 goals scored and 1.40 conceded per game. Their away PPG of 0.70 is notably below their overall 1.20 — form away from home has been a clear weakness this season.
Both sides are running at similar form levels — 0.90 PPG for Stoke City against 1.20 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 0W to 2W over the last 2 encounters, with 0 draws, though neither side has established a commanding advantage.
These two sides have produced goals at a consistent rate historically, averaging 3.0 per game across 2 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 30 Dec 2021, ended 1–2 with Derby winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading & In-Play
Stoke City — key trading statistics (58 games, 29 at home): they score before half-time in 66% of fixtures in home games; when goalless at HT, a second-half goal follows 72% of the time; BTTS occurs in 41% of their matches (home games); Over 2.5 goals lands in 48% of games (home games); they fail to score in 38% of games.
Derby — key trading statistics (58 games, 29 at away): they score before half-time in 69% of fixtures in away games; when goalless at HT, a second-half goal follows 85% of the time; two or more arrive in the second half on 55% of those occasions; BTTS occurs in 45% of their matches (away games); Over 2.5 goals lands in 48% of games (away games); they keep a clean sheet 45% of the time.
BTTS rates are mixed from the trading data — Stoke City 41% versus Derby 47%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Stoke City 43% | Derby 50%).
Poisson Model
The Poisson distribution model projects Stoke City 1.93 xG and Derby 1.02 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 1.204 / defence 1.229 | Derby attack 0.876 / defence 1.159. League average goals — home 1.385 / away 0.948. Data: 58 Stoke City games / 12 Derby games used (CurrentSeason).
Result probabilities: Stoke City 57% | Draw 25% | Derby 18%. Fair-value odds: Stoke City 1.75 | Draw 4.00 | Derby 5.56. The model has a clear lean to Stoke City (57%) — a 39pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 57% | BTTS probability 56% | Total xG 2.95. Over 2.5 holds a meaningful probability edge at 57% — the 2.95 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS probability of 56% 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 57% — clear model lean. Draw No Bet is worth pricing alongside the outright: 25% draw probability makes the stalemate a live outcome even at this conviction level.
The Poisson model projects 2.95 xG in total — Over 2.5 at 57% — reasonable confidence, supported by form averaging 2.8 goals per game.
Poisson assigns a 56% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Stoke City 70% | Derby 50% BTTS from recent games.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Stoke City vs Derby | Competition: Championship, Regular Season - 13 | Venue: bet365 Stadium • Kick-off: Saturday 2 Nov 2024, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Stoke City 57% | Draw 25% | Derby 18% • Poisson goal markets: Over 2.5 57% | BTTS 56% | xG Stoke City 1.93 / Derby 1.02 • Poisson strength factors: Stoke City attack 1.204 / def 1.229 | Derby attack 0.876 / def 1.159 | league avg home 1.385 / away 0.948 • Poisson stance: Stoke City (57%) — strong lean
🎲 Betting Market Intelligence
• Odds data is not currently available for this fixture
🧮 Prediction Model
1.93
Stoke City xG
Expected Goals
1.02
Derby xG
56%
BTTS
81%
Over 1.5
57%
Over 2.5
34%
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 12:30 on Saturday 2 November 2024 at bet365 Stadium.
What was the final score in Stoke City vs Derby?
Stoke City 2 - 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 - 13 fixture in the Championship (England).
Who is favourite to win Stoke City vs Derby?
Our statistical model gives Stoke City a 57% chance of winning, Derby a 18% chance, and a 25% chance of a draw — making Stoke City the favourite.
Will both teams score in Stoke City vs Derby?
Our model estimates a 56% 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 57%.
What is the head-to-head record between Stoke City and Derby?
Record (2 meetings): Stoke City 0W | Draws 0 | Derby 2W.
What form are Stoke City and Derby in?
Stoke City (all comps): 2W-3D-5L in 10 | 0.90 PPG | GF 1.20 / GA 1.40 | L5 W-D-D-D-L. Derby (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.20 / GA 1.10 | L5 L-W-D-D-D.
What do the betting odds say about Stoke City vs Derby?
Odds data is not currently available for this fixture.
🧮 Model Insight
Where the Numbers Come From
Working from Stoke City's attack rating (1.20) and Derby's defence rating (1.16), the model arrives at 1.93 expected goals for the home side. Flip it around — Derby's attack (0.88x) against Stoke City's defence (1.23x) — and the away total comes out at 1.02.
These ratings are built from 58/12 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 11.6%. Close behind: 2-1 (9.9%), 2-0 (9.7%). Those top three scorelines alone account for 31% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Stoke City Win
57%
1.76
25%
3.95
18%
5.62
Top 3 Most Likely Scorelines
1 – 1
10.3%
Draw
Most likely
1 – 0
10.1%
Home win
2 – 1
9.9%
Home win
Expected Goals & Win Odds
1.93
Stoke City xG
Total xG
2.95
1.02
Derby xG
1.76
57%
Home win
3.95
25%
Draw
5.62
18%
Away win
Goals Markets
79%
Over 1.5
1.27
21%
Under 1.5
4.76
57%
Over 2.5
1.75
43%
Under 2.5
2.33
34%
Over 3.5
2.94
66%
Under 3.5
1.52
18%
Over 4.5
5.56
82%
Under 4.5
1.22
Match Markets
Both Teams to Score
56%
BTTS Yes
1.77
44%
BTTS No
2.30
Clean Sheet
36%
2.77
14%
6.91
Win to Nil
21%
4.88
3%
38.87
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.2 | 5.3 | 2.7 | 0.9 | 0.2 | – |
| 1 | 10.1 | 10.3 | 5.2 | 1.8 | 0.5 | 0.1 |
| 2 | 9.7 | 9.9 | 5.1 | 1.7 | 0.4 | 0.1 |
| 3 | 6.3 | 6.4 | 3.3 | 1.1 | 0.3 | 0.1 |
| 4 | 3.0 | 3.1 | 1.6 | 0.5 | 0.1 | – |
| 5 | 1.2 | 1.2 | 0.6 | 0.2 | 0.1 | – |
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 Derby?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 11.6%.
How many goals are Stoke City and Derby expected to score?
The model projects 1.93 expected goals for Stoke City and 1.02 for Derby, a combined total of 2.95.
How confident is the prediction model for Stoke City vs Derby?
Reasonably confident — the model's leading outcome is rated at 57%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Stoke City's recent record stands at 18W 14D 26L from 58 games, a 1.17 PPG return, with W-D-D-D-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.
Derby, meanwhile, have gone 32W 11D 15L across 58 games — 1.84 PPG, with L-W-D-D-D in their last five. The sample for Derby is still a mix of this season and last, given how young the current campaign is.
The points-per-game comparison favours Derby by 0.67 — a real, if not enormous, edge over Stoke City heading into this one.
How They Fare by Venue
At home specifically, Stoke City have managed 10W 8D 11L from 29 games — 1.31 PPG in front of their own supporters.
Derby's away record stands at 13W 6D 10L across 29 trips, a 1.55 PPG haul.
Attack vs Defence
Stoke City are averaging 1.07 goals scored and 1.33 conceded per game recently; Derby are on 1.60 scored and 0.90 conceded.
Defensively: Derby in 45% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 58 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Stoke City
Blended
Derby
Blended
❓ Frequently Asked Questions
What form are Stoke City and Derby in coming into this match?
Stoke City have gone 18W 14D 26L in their last 58 games (1.17 PPG), while Derby have gone 32W 11D 15L in their last 58 (1.84 PPG).
Which team has the better venue record — Stoke City at home or Derby away?
Derby's away record (1.55 PPG) is the stronger of the two venue-specific splits — Stoke City at home: 1.31 PPG; Derby away: 1.55 PPG.
Have Stoke City or Derby been keeping clean sheets recently?
Stoke City have kept a clean sheet in 29% of their recent games, Derby in 45%.
⚔️ 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 3 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 66% of their matches. They've gone in front at half-time 28% of the time.
Derby are typically involved in an early goal — the half-time board shows at least one in 69% of their matches. They've gone in front at half-time 34% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Stoke City 41%, Derby 45% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 48% (Stoke City) and 48% (Derby).
On the defensive side: Stoke City keep a clean sheet in 34% of their matches; Derby in 38%; Stoke City have failed to score in 34% of games.
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?
Not especially — both teams scoring has occurred in only 41% of Stoke City's recent matches and 45% of Derby's, a rate that leans toward BTTS No.
Is Stoke City vs Derby usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 48% 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 66% of their recent matches, Derby in 69% — a useful reference point for first-half goal markets.
Prediction vindicated as Stoke City edge out Derby 2-1.
📝 Match Report
How It Unfolded
Stoke City beat Derby 2-1 at bet365 Stadium, Regular Season - 13, in the Championship. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting Stoke City 1.93 xG and Derby 1.02 xG, a combined 2.95. 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 Stoke City attack 1.20 / defence 1.23 against Derby attack 0.88 / defence 1.16, drawn from 58/12 games (CurrentSeason).
On the result, the model split it Stoke City 57% | Draw 25% | Derby 18%, with Stoke City to win its most likely call at 57%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 57%. The game delivered 3, so it went over — a call the model got right. Over 1.5 had been 81% and landed. On both teams to score, the model sat at 56% and the match saw both sides score — another call in the model's favour. Historically the two sides average 47% Over 2.5 across their same-competition games (Stoke City 43%, Derby 50%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 44%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Stoke City's trading profile (58 games, 29 home) set some clear expectations: BTTS lands in 41% of their matches — today it did.
Derby's trading profile (58 games, 29 away) set some clear expectations: BTTS lands in 47% of their matches — today it did; they keep a clean sheet 45% of the time, and conceded here.
Form vs Result
On form, Derby arrived the stronger side — 1.84 PPG against 1.17. Form was overturned, with Stoke City winning despite arriving in poorer recent shape. Derby (home/away splits) shipped 2 against a 1.03 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 3 of 4 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit), form (miss). The model got the gist right while missing on the margins.
💡 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.