Stoke City vs Derby – Pre-Match Analysis
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Poisson rates Stoke City at 60% — current form provides partial corroboration, though signals are mixed in this Stoke City vs Derby encounter.
✍️ Match Preview
Pre-Match Analysis
Stoke City and Derby meet at Bet365 Stadium in Championship, Regular Season - 26. This fixture gets under way on Saturday 16 January 2027 at 15:00 UTC.
Current Form
Stoke City's overall Championship record this term: 7W 2D 1L from 10 games (2.30 PPG). Last five: L W D W W. Offensively they are averaging 1.80 goals per game, with 0.80 conceded. Defensively, conceding just 0.80 per game is an exceptional defensive record — one of the tightest in the division. 4 clean sheets in 10 games (40%) reflects a solid defensive base. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets. 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 2D 4L across 10 games at Bet365 Stadium this term (1.40 PPG). At home they are averaging 1.50 goals scored and 1.30 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture. Somewhat surprisingly, their home PPG of 1.40 lags behind their overall 2.30 — the home advantage has not translated into superior results at Bet365 Stadium this season.
Derby have collected 0.30 PPG across 10 Championship outings this season: 0W 3D 7L. Last five: L L D L L. Their scoring rate of 0.60 per game is modest, conceding 2.20 — not a side to back heavily on the Over 2.5 from their form alone. Conceding 2.20 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Derby, so this record blends games from this season and last.
On the road, Derby have gone 2W 2D 6L from 10 away fixtures this term (0.80 PPG). Away from home they average 1.20 goals scored and 2.10 conceded per game. Both teams have scored in 80% of their away matches — a high BTTS rate on the road that directly informs this fixture. Their away PPG of 0.80 exceeds their overall 0.30 — they actually perform better on the road than their aggregate form implies.
The form ledger tips toward Stoke City. A 2.00 PPG lead over Derby (2.30 vs 0.30) is a consistent enough margin to carry weight. If the win odds appear compressed, Draw No Bet offers draw insurance at a lower cost than a full switch to Double Chance.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Stoke City have seen both teams score in 60% of their games, Derby in 80%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
H2H Analysis
The head-to-head record is closely matched — Stoke City lead 3W to 3W over the last 7 encounters, with 1 draws, though neither side has established a commanding advantage.
The 7 previous meetings have averaged 2.3 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 17 Oct 2026, ended 1–0 with Stoke City winning.
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 (60 games, 30 at home): they score before half-time in 73% of fixtures in home games; when goalless at HT, a second-half goal follows 75% of the time; BTTS occurs in 57% of their matches (home games); Over 2.5 goals lands in 57% of games (home games); they fail to score in 30% of games.
Derby — key trading statistics (60 games, 30 at away): they score before half-time in 87% of fixtures in away games; when goalless at HT, a second-half goal follows 100% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 67% of their matches (away games); Over 2.5 goals lands in 63% of games (away games).
BTTS rates are mixed from the trading data — Stoke City 48% versus Derby 63%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Stoke City 48% | Derby 53%).
Poisson Model
The Poisson distribution model projects Stoke City 1.89 xG and Derby 0.94 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 0.985 / defence 0.807 | Derby attack 0.900 / defence 1.265. League average goals — home 1.514 / away 1.292. Derby bring a strong defensive rating of 1.265 — this is suppressing Stoke City's projected output below what their attack strength alone would suggest. Data: 60 Stoke City games / 60 Derby games used (CurrentSeason).
Result probabilities: Stoke City 60% | Draw 22% | Derby 18%. Fair-value odds: Stoke City 1.67 | Draw 4.55 | Derby 5.56. The model has a clear lean to Stoke City (60%) — a 42pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 54% | BTTS probability 52% | Total xG 2.83. Over/Under 2.5 is close to a coin-flip at 54%/46% — the total xG of 2.83 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 52% 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 60% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 22% draw probability makes the stalemate a live outcome even at this conviction level.
The Poisson model projects 2.83 xG in total — Over 2.5 at 54% — reasonable confidence, supported by form averaging 3.0 goals per game.
Poisson assigns a 52% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Stoke City 60% | Derby 80% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Stoke City vs Derby | Competition: Championship, Regular Season - 26 | Venue: Bet365 Stadium • Kick-off: Saturday 16 Jan 2027, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Stoke City 60% | Draw 22% | Derby 18% • Poisson goal markets: Over 2.5 54% | BTTS 52% | xG Stoke City 1.89 / Derby 0.94 • Poisson strength factors: Stoke City attack 0.985 / def 0.807 | Derby attack 0.900 / def 1.265 | league avg home 1.514 / away 1.292 • Poisson stance: Stoke City (60%) — strong lean
🧮 Prediction Model
1.89
Stoke City xG
Expected Goals
0.94
Derby xG
52%
BTTS
77%
Over 1.5
54%
Over 2.5
31%
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 is scheduled to kick off at 15:00 on Saturday 16 January 2027 at Bet365 Stadium.
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 - 26 fixture in the Championship (England).
Who is favourite to win Stoke City vs Derby?
Our statistical model gives Stoke City a 60% chance of winning, Derby a 18% chance, and a 22% chance of a draw — making Stoke City the favourite.
Will both teams score in Stoke City vs Derby?
Our model estimates a 52% 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 54%.
What is the head-to-head record between Stoke City and Derby?
Record (7 meetings): Stoke City 3W | Draws 1 | Derby 3W.
What form are Stoke City and Derby in?
Stoke City (all comps): 7W-2D-1L in 10 | 2.30 PPG | GF 1.80 / GA 0.80 | L5 L-W-D-W-W. Derby (all comps): 0W-3D-7L in 10 | 0.30 PPG | GF 0.60 / GA 2.20 | L5 L-L-D-L-L.
🧮 Model Insight
Where the Numbers Come From
Working from Stoke City's attack rating (0.98) and Derby's defence rating (1.26), the model arrives at 1.89 expected goals for the home side. Flip it around — Derby's attack (0.90x) against Stoke City's defence (0.81x) — and the away total comes out at 0.94.
These ratings are built from 60/60 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 11.9%. Close behind: 2-0 (10.5%), 2-1 (9.9%). Those top three scorelines alone account for 32% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Stoke City Win
60%
1.68
22%
4.52
18%
5.46
Top 3 Most Likely Scorelines
1 – 0
11.2%
Home win
Most likely
1 – 1
10.5%
Draw
2 – 0
10.5%
Home win
Expected Goals & Win Odds
1.89
Stoke City xG
Total xG
2.83
0.94
Derby xG
1.68
60%
Home win
4.52
22%
Draw
5.46
18%
Away win
Goals Markets
77%
Over 1.5
1.30
23%
Under 1.5
4.35
54%
Over 2.5
1.85
46%
Under 2.5
2.17
31%
Over 3.5
3.23
69%
Under 3.5
1.45
16%
Over 4.5
6.25
84%
Under 4.5
1.19
Match Markets
Both Teams to Score
52%
BTTS Yes
1.93
48%
BTTS No
2.07
Clean Sheet
39%
2.56
15%
6.60
Win to Nil
23%
4.29
3%
36.04
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.9 | 5.6 | 2.6 | 0.8 | 0.2 | – |
| 1 | 11.2 | 10.5 | 4.9 | 1.5 | 0.4 | 0.1 |
| 2 | 10.5 | 9.9 | 4.7 | 1.5 | 0.3 | 0.1 |
| 3 | 6.6 | 6.2 | 2.9 | 0.9 | 0.2 | – |
| 4 | 3.1 | 2.9 | 1.4 | 0.4 | 0.1 | – |
| 5 | 1.2 | 1.1 | 0.5 | 0.2 | – | – |
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 11.9%.
How many goals are Stoke City and Derby expected to score?
The model projects 1.89 expected goals for Stoke City and 0.94 for Derby, a combined total of 2.83.
How confident is the prediction model for Stoke City vs Derby?
Reasonably confident — the model's leading outcome is rated at 60%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Stoke City's recent record stands at 23W 12D 25L from 60 games, a 1.35 PPG return, with L-W-D-W-W 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 21W 13D 26L across 60 games — 1.27 PPG, with L-L-D-L-L in their last five. The sample for Derby is still a mix of this season and last, given how young the current campaign is.
There isn't much between them on recent form — 1.35 PPG for Stoke City against 1.27 for Derby. Neither side arrives with a clear form advantage.
How They Fare by Venue
At home specifically, Stoke City have managed 13W 7D 10L from 30 games — 1.53 PPG in front of their own supporters.
Derby's away record stands at 11W 5D 14L across 30 trips, a 1.27 PPG haul.
Attack vs Defence
Stoke City are averaging 1.22 goals scored and 1.22 conceded per game recently; Derby are on 1.30 scored and 1.47 conceded.
On BTTS specifically: Derby in 63%.
Last 60 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 23W 12D 25L in their last 60 games (1.35 PPG), while Derby have gone 21W 13D 26L in their last 60 (1.27 PPG).
Which team has the better venue record — Stoke City at home or Derby away?
Stoke City's home record (1.53 PPG) is the stronger of the two venue-specific splits — Stoke City at home: 1.53 PPG; Derby away: 1.27 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 22%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 7 times that we have on record, stretching back to September 2021 — a rivalry that has played out across roughly 5 years. Every recorded meeting has come in Championship. The two were last together as recently as 17 October 2026, so this form is fresh in the memory.
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 7 Meetings
3
Stoke City
1
Draws
3
Derby
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Stoke City and Derby?
From 7 meetings on record, Stoke City have won 3, Derby have won 3, and 1 have been drawn.
When did Stoke City and Derby last play each other?
They last met on 17 October 2026, when Derby 0-1 Stoke City.
📈 Trading Insight
Early Goal Trends
Stoke City are typically involved in an early goal — the half-time board shows at least one in 73% of their matches. They've gone in front at half-time 47% of the time.
Derby are typically involved in an early goal — the half-time board shows at least one in 87% of their matches. They've gone in front at half-time 43% of the time, though they've let that lead slip 17% of the time they've held it — worth watching if they're only ahead by one.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Stoke City 57%, Derby 67% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 57% for Stoke City and 63% for Derby. Stepping up a level, Over 3.5 has also landed reasonably often — 30% and 30% respectively — worth a look for goal-hungry markets.
On the defensive side: Stoke City keep a clean sheet in 33% of their matches.
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 57% of Stoke City's games and 67% of Derby's, a combined rate that favours BTTS Yes.
Is Stoke City vs Derby usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 57% of Stoke City's matches and 63% of Derby's.
Do Stoke City and Derby tend to score early?
Stoke City have had a goal before half-time in 73% of their recent matches, Derby in 87% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.