Stoke City vs Derby – Pre-Match Analysis
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Poisson rates Derby at 36% — 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: 1W 1D 8L from 10 games (0.40 PPG). Last five: L L L L W. They are averaging 0.70 goals per game and conceding 2.20 — a modest attacking output that tempers optimism on the Over 2.5 market. However, 2.20 goals conceded per game is a concern — opposing attacks have exploited them regularly. 1 clean sheet from 10 outings provides some defensive foundation. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets. Stoke City have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Stoke City's form when playing at home: 4W 3D 3L across 10 games at Bet365 Stadium this term (1.50 PPG). At home they are averaging 1.70 goals scored and 1.60 conceded per game. Both teams have scored in 80% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 1.50 is noticeably stronger than their overall 0.40 — Stoke City are significantly better at Bet365 Stadium than their overall form suggests.
Derby have collected 1.30 PPG across 10 Championship outings this season: 4W 1D 5L. Last five: L L D L W. Their scoring rate of 1.40 per game is modest, conceding 1.50 — 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. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. Derby have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
On the road, Derby have gone 3W 0D 7L from 10 away fixtures this term (0.90 PPG). Away from home they average 1.30 goals scored and 1.80 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
The travelling side arrive in better shape. Derby are 0.90 PPG clear of Stoke City in recent Championship fixtures (1.30 vs 0.40). Backing the visitors outright or on Draw No Bet are both valid approaches where the price allows.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Stoke City have seen both teams score in 80% of their games, Derby in 60%. 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 2W to 3W over the last 6 encounters, with 1 draws, though neither side has established a commanding advantage.
The 6 previous meetings have averaged 2.5 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 6 Apr 2026, ended 0–2 with Derby 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 (50 games, 25 at home): they score before half-time in 80% of fixtures in home games; when goalless at HT, a second-half goal follows 75% of the time; BTTS occurs in 60% of their matches (home games); Over 2.5 goals lands in 56% of games (home games); they fail to score in 34% of games.
Derby — key trading statistics (50 games, 25 at away): they score before half-time in 84% 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 56% of those occasions; BTTS occurs in 64% of their matches (away games); Over 2.5 goals lands in 64% of games (away games).
BTTS rates are mixed from the trading data — Stoke City 46% versus Derby 64%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Stoke City 46% | Derby 54%).
Poisson Model
The Poisson distribution model projects Stoke City 1.29 xG and Derby 1.38 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 0.944 / defence 0.969 | Derby attack 1.092 / defence 0.953. League average goals — home 1.431 / away 1.305. Data: 50 Stoke City games / 50 Derby games used (CurrentSeason).
Result probabilities: Stoke City 31% | Draw 33% | Derby 36%. Fair-value odds: Stoke City 3.23 | Draw 3.03 | Derby 2.78. This is a low-confidence result — no outcome exceeds 45%. The draw at 33% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 50% | BTTS probability 58% | 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 58% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Derby are the pick at 36% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 33% warrants consideration of Double Chance or Draw No Bet on Derby if the outright odds are short. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 2.67 xG in total — Under 2.5 at 50% — Poisson-only — limited corroboration confidence — though form averaging only 3.2 goals per game points in the other direction.
Poisson assigns a 58% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Stoke City 80% | Derby 60% BTTS from recent games.
The outsider holds a 31% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
🔮 Your Prediction
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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 31% | Draw 33% | Derby 36% • Poisson goal markets: Over 2.5 50% | BTTS 58% | xG Stoke City 1.29 / Derby 1.38 • Poisson strength factors: Stoke City attack 0.944 / def 0.969 | Derby attack 1.092 / def 0.953 | league avg home 1.431 / away 1.305 • Poisson stance: Derby (36%) — low confidence — close contest
🧮 Prediction Model
1.29
Stoke City xG
Expected Goals
1.38
Derby xG
58%
BTTS
78%
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 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 31% chance of winning, Derby a 36% chance, and a 33% chance of a draw — making Derby the favourite.
Will both teams score in Stoke City vs Derby?
Our model estimates a 58% 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 50%.
What is the head-to-head record between Stoke City and Derby?
Record (6 meetings): Stoke City 2W | Draws 1 | Derby 3W.
What form are Stoke City and Derby in?
Stoke City (all comps): 1W-1D-8L in 10 | 0.40 PPG | GF 0.70 / GA 2.20 | L5 L-L-L-L-W. Derby (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.40 / GA 1.50 | L5 L-L-D-L-W.
🧮 Model Insight
Where the Numbers Come From
Working from Stoke City's attack rating (0.94) and Derby's defence rating (0.95), the model arrives at 1.29 expected goals for the home side. Flip it around — Derby's attack (1.09x) against Stoke City's defence (0.97x) — and the away total comes out at 1.38.
These ratings are built from 50/50 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 13.9%. Close behind: 0-0 (8.5%), 1-2 (8.5%). 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
Derby Win
31%
3.18
33%
3.05
36%
2.79
Top 3 Most Likely Scorelines
1 – 1
12.3%
Draw
Most likely
0 – 1
9.6%
Away win
1 – 0
8.9%
Home win
Expected Goals & Win Odds
1.29
Stoke City xG
Total xG
2.67
1.38
Derby xG
3.18
31%
Home win
3.05
33%
Draw
2.79
36%
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
58%
BTTS Yes
1.74
42%
BTTS No
2.36
Clean Sheet
25%
3.98
28%
3.63
Win to Nil
8%
12.66
10%
10.13
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 6.9 | 9.6 | 6.6 | 3.0 | 1.1 | 0.3 |
| 1 | 8.9 | 12.3 | 8.5 | 3.9 | 1.4 | 0.4 |
| 2 | 5.7 | 7.9 | 5.5 | 2.5 | 0.9 | 0.2 |
| 3 | 2.5 | 3.4 | 2.4 | 1.1 | 0.4 | 0.1 |
| 4 | 0.8 | 1.1 | 0.8 | 0.3 | 0.1 | – |
| 5 | 0.2 | 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 13.9%.
How many goals are Stoke City and Derby expected to score?
The model projects 1.29 expected goals for Stoke City and 1.38 for Derby, a combined total of 2.67.
How confident is the prediction model for Stoke City vs Derby?
Not very — the model's leading outcome sits at just 36%, 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 16W 10D 24L from 50 games, a 1.16 PPG return, with L-L-L-L-W in the last five. It's still early in the season for Stoke City, so this record blends in a handful of games from last season too.
Derby, meanwhile, have gone 21W 10D 19L across 50 games — 1.46 PPG, with L-L-D-L-W in their last five. It's still early in the season for Derby, so this record blends in a handful of games from last season too.
There isn't much between them on recent form — 1.16 PPG for Stoke City against 1.46 for Derby. Neither side arrives with a clear form advantage.
How They Fare by Venue
At home specifically, Stoke City have managed 10W 6D 9L from 25 games — 1.44 PPG in front of their own supporters.
Derby's away record stands at 11W 3D 11L across 25 trips, a 1.44 PPG haul.
Attack vs Defence
Stoke City are averaging 1.10 goals scored and 1.30 conceded per game recently; Derby are on 1.44 scored and 1.32 conceded.
On BTTS specifically: Derby in 64%.
Last 50 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Stoke City
Early Season
Derby
Early Season
❓ Frequently Asked Questions
What form are Stoke City and Derby in coming into this match?
Stoke City have gone 16W 10D 24L in their last 50 games (1.16 PPG), while Derby have gone 21W 10D 19L in their last 50 (1.46 PPG).
Which team has the better venue record — Stoke City at home or Derby away?
Stoke City's home record (1.44 PPG) is the stronger of the two venue-specific splits — Stoke City at home: 1.44 PPG; Derby away: 1.44 PPG.
⚔️ 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 80% of their matches. They've gone in front at half-time 48% of the time, though they've let that lead slip 16% of the time they've held it — worth watching if they're only ahead by one.
Derby are typically involved in an early goal — the half-time board shows at least one in 84% of their matches. They've gone in front at half-time 48% of the time, though they've let that lead slip 16% 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 60%, Derby 64% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 56% for Stoke City and 64% for Derby. Stepping up a level, Over 3.5 has also landed reasonably often — 28% and 28% respectively — worth a look for goal-hungry markets.
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 60% of Stoke City's games and 64% 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 56% of Stoke City's matches and 64% of Derby's.
Do Stoke City and Derby tend to score early?
Stoke City have had a goal before half-time in 80% of their recent matches, Derby in 84% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.