EFL ChampionshipPride Park, Derby9°15 km/h

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    Derby CountyDerby CountyPossession control
    vs
    Stoke CityStoke CityPossession control
    The model's lean: 1 · Derby County (38%)

    Derby County vs Stoke City · EFL Championship

    1 · Derby County 38%X 30%33% Stoke City · 2

    Prediction summary

    BetBuilders AI model prediction for Derby County vs Stoke City (EFL Championship, Saturday, 17 October 2026): Derby County win 38%, draw 30%, Stoke City win 33%. Expected goals (xG): Derby County 1.34, Stoke City 1.25. Most likely score: 1-1 (13%). Over 2.5 goals 48%, both teams to score 53%. Double chance: Derby County or draw 67%, Stoke City or draw 62%. Prediction updated Friday, 9 October 2026.

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    Analysis: Derby County – Stoke City

    Anna Karlsson · · A data-driven preview · How the predictions work

    TEXT: Can Stoke City extend their winning streak to four matches, or will Derby County's possession control disrupt the visitors' momentum? This is the pivotal question as the two sides face off, with Derby's chances slightly favored at 38% over Stoke's 33%, and the draw sitting at 30%. Yet, the most likely scorelines reflect a tight contest, with 1-1 leading the probabilities.

    Derby, despite their possession-oriented approach, have struggled to convert control into points, evidenced by their mere six points compared to Stoke's 16. The xPoints tell a similar story, offering a narrow edge to Stoke at 10.4 versus Derby's 9.6. This suggests that Derby might have been slightly unlucky or inefficient in their recent outings, but with expected goals of 1.34 for Derby and 1.25 for Stoke, the margins here are razor-thin.

    Stoke arrives with confidence, riding high on three straight wins and a scoring streak of nine consecutive matches. However, their xG per match of 0.97, while marginally trailing Derby's 1.0, indicates that they are perhaps overachieving in terms of results compared to their underlying performances. Moreover, the head-to-head record since 2023, albeit from a small four-match sample, shows a slight edge to Stoke, but not decisively so.

    In terms of defensive solidity, Derby's xGA of 1.8 per match is notably worse than Stoke's 1.5, underscoring a potential vulnerability at the back for the hosts. This defensive fragility might tilt the balance slightly in favor of the visitors, who have been more clinical of late.

    The over/under on 2.5 goals is finely poised at 48%, but the numbers lean towards a low-scoring affair. A 1-1 draw appears the most plausible outcome, aligning with both teams to score at 53%. For those seeking value, Stoke's win is priced enticingly with bookmakers, reflecting their recent form and scoring prowess.

    Derby CountyDerby County
    Form LLLDD
    League ranking xG #20xGA #24xT #18xP/match #24Points #23
    Key players
    • Joe WardRWBxG 0.05 · xT 0.20
    • Alex MowattCDMxG 0.01 · xT 0.04
    • Mohammed Gadafi FuseiniLWxG 0.09 · xT 0.09
    Stoke CityStoke City
    Form WDWWW
    League ranking xG #22xGA #18xT #13xP/match #19Points #5
    Key players
    • Sam GallagherFxG 0.09 · xT 0.08
    • Róbert BoženíkRWxG 0.23 · xT 0.04
    • Maksym TaloverovCBxG 0.03 · xT 0.04

    Match prediction: Derby County – Stoke City

    Predicted score matrix

    Stoke City →
    Derby County →
    0
    1
    2
    3
    4+
    0
    0–07.9%
    0–19.0%
    0–25.9%
    0–32.4%
    0–4+1.0%
    1
    1–09.7%
    1–112.9%
    1–27.8%
    1–33.3%
    1–4+1.3%
    2
    2–06.7%
    2–18.4%
    2–25.3%
    2–32.2%
    2–4+0.9%
    3
    3–03.0%
    3–13.8%
    3–22.3%
    3–31.0%
    3–4+0.4%
    4+
    4+–01.4%
    4+–11.7%
    4+–21.1%
    4+–30.4%
    4+–4+0.2%
    Probability per final score. Rows = home goals, columns = away goals.

    Most likely scorelines

    1. 1.1-113%
    2. 2.1-010%
    3. 3.0-19%
    4. 4.2-18%
    5. 5.0-08%
    Expected goals
    1,34–1,25
    Both teams to score
    53%

    Over/under goals

    Expected goals: 2,6
    Under 2,552%
    –
    Over 2,548%
    –

    Ready-made bet suggestions

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    01 · 2 legs

    Safe

    • Double chance Derby County or draw (1X)66%
    • Under 3.5 goals74%

    Combined probability

    49%

    Fair odds

    2.05

    Two legs pulling the same way — the probability is computed exactly from the score matrix, not multiplied.

    02 · 3 legs

    Balanced

    • Double chance Derby County or draw (1X)66%
    • Under 2.5 goals52%
    • Henrik Wendel Meister to score19%

    Combined probability

    –

    Fair odds

    –

    The whole slip is priced jointly via 20,000 simulated matches — the scorer interacts with result and total goals, never naive multiplication.

    03 · 4 legs

    Bold

    • Both teams to score53%
    • Over 2.5 goals48%
    • George David Eric Hirst to score24%
    • El Hadji Djibril Soumaré to be booked26%

    Combined probability

    –

    Fair odds

    –

    The goal-fest: both teams score with at least three goals, plus the match's most likely scorer and card candidate — all priced jointly via 20,000 simulated matches.

    Odds & value

    Bookmaker1 · Derby CountyX2 · Stoke City
    LeoVegas2.383.252.85

    Odds updated 10 Oct, 16:38

    Statistics

    Head-to-head

    4 matches
    Derby County 1Draw 1Stoke City 2
    Goals: 4–5 (⌀ 2,2)

    Head-to-head based on Championship data since 2023.

    Key facts

    • Stoke City come into this round on 3 straight wins.
    • Stoke City have scored in 9 consecutive league matches.
    xG & xGA per match — 3-game rolling average

    Solid line = created (xG), dashed = conceded (xGA).

    Derby County
    Stoke City
    When goals are scored and conceded — 2026
    Derby County (8–15)
    Stoke City (15–13)
    Pass networks

    Last 5 matches. Circle size = pass volume, line width = combinations between players. Attacking left to right.

    Derby County
    Sondre Langas: 234 passningar, xT 0.27LangasAlex Mowatt: 169 passningar, xT 0.01MowattCharles James Taylor: 164 passningar, xT 0.27TaylorJoe Ward: 149 passningar, xT 0.71WardDion Sanderson: 145 passningar, xT 0.01SandersonDavid Ozoh: 141 passningar, xT 0OzohBobby Lamont Clark: 117 passningar, xT 0.57ClarkSamuel Joseph Szmodics: 117 passningar, xT 0.16SzmodicsEiran Cashin: 104 passningar, xT 0.26CashinRyan Hedges: 101 passningar, xT 0.55HedgesJacob Widell Zetterstrom: 74 passningar, xT 0.13Zetterstrom
    Stoke City
    Ethan Stuart William Galbraith: 239 passningar, xT 0.86GalbraithLuke Graham: 213 passningar, xT 0.1GrahamBen Wilmot: 196 passningar, xT 0.32WilmotEl Hadji Djibril Soumaré: 167 passningar, xT -0.07SoumaréMaksym Taloverov: 153 passningar, xT 0.09TaloverovBenjamin Anthony Johnson: 136 passningar, xT 0.41JohnsonEric Junior Bocat: 131 passningar, xT 0.77BocatJack Ryan McGlynn: 116 passningar, xT 0.41McGlynnViktor Johansson: 115 passningar, xT 0.07JohanssonJustin Devenny: 73 passningar, xT 0.38DevennyMohamed Lamine Cissé: 29 passningar, xT 0.23Cissé
    xT networks

    The same network weighted by offensive threat (xT): circle size = threat created by the player, line width = threat of the combinations. Last 5 matches, attacking left to right.

    Derby County
    Sondre Langas: 234 passningar, xT 0.27LangasAlex Mowatt: 169 passningar, xT 0.01MowattCharles James Taylor: 164 passningar, xT 0.27TaylorJoe Ward: 149 passningar, xT 0.71WardDion Sanderson: 145 passningar, xT 0.01SandersonDavid Ozoh: 141 passningar, xT 0OzohBobby Lamont Clark: 117 passningar, xT 0.57ClarkSamuel Joseph Szmodics: 117 passningar, xT 0.16SzmodicsEiran Cashin: 104 passningar, xT 0.26CashinRyan Hedges: 101 passningar, xT 0.55HedgesJacob Widell Zetterstrom: 74 passningar, xT 0.13Zetterstrom
    Stoke City
    Ethan Stuart William Galbraith: 239 passningar, xT 0.86GalbraithLuke Graham: 213 passningar, xT 0.1GrahamBen Wilmot: 196 passningar, xT 0.32WilmotEl Hadji Djibril Soumaré: 167 passningar, xT -0.07SoumaréMaksym Taloverov: 153 passningar, xT 0.09TaloverovBenjamin Anthony Johnson: 136 passningar, xT 0.41JohnsonEric Junior Bocat: 131 passningar, xT 0.77BocatJack Ryan McGlynn: 116 passningar, xT 0.41McGlynnViktor Johansson: 115 passningar, xT 0.07JohanssonJustin Devenny: 73 passningar, xT 0.38DevennyMohamed Lamine Cissé: 29 passningar, xT 0.23Cissé

    The teams in numbers

    PerformanceDerby CountyStoke City
    Points616
    xPoints9.610.4
    xG per match10.97
    xGA per match1.81.5
    xG within 8s of winning the ball0.160.15
    xGA within 8s of losing the ball0.180.16
    Playing styleDerby CountyStoke City
    Build-up efficiency0.30.29
    Field tilt0.550.36
    xT per match0.830.95
    xTA per match10.98
    Won balls, offensive half2623
    Pressing intensity0.230.23
    Pressing efficiency0.280.28
    Pressing efficiency, offensive half0.260.25
    Entries into the box per match1310
    Entries into the box against1215
    Pass completion %0.730.73
    Pass completion % under pressure0.680.72
    Passes per match317290
    Passes against per match339370
    Switches of play per match2020.9
    Long balls per match3128
    Set piecesDerby CountyStoke City
    xG from free kicks0.010.12
    Corners per match5.74.4
    Corners against per match5.85.2
    xG per corner0.040.02
    xGA per corner against0.080.03
    First touch, offensive corners %0.310.38
    First touch, defensive corners %0.530.51
    OtherDerby CountyStoke City
    Throw-in control0.680.73
    The goalkeepersJacob Widell Zetterstrom (Derby County)Viktor Johansson (Stoke City)
    Saves2830
    Save %68%70%
    xG prevented43%40%
    Claims0 (0%)0 (0%)

    Teams & more matches this round

    Frequently asked questions

    Who wins Derby County vs Stoke City according to our model?

    The model gives Derby County a 38% win probability. Full 1X2 picture: Derby County 38%, draw 30%, Stoke City 33%.

    What is the most likely scoreline?

    The model's most likely final score is 1-1 at 13% probability.

    Over or under 2.5 goals?

    The model rates over 2.5 goals at 48% and under at 52%.

    Will both teams score?

    The probability of both teams scoring is 53% according to the model.

    How many goals are expected in Derby County vs Stoke City?

    The model expects 1.34 goals (xG) for Derby County and 1.25 for Stoke City, 2.59 in total.

    What does the model say about double chance?

    Derby County or draw (1X) 67%, Stoke City or draw (X2) 62% and no draw (12) 70%.

    Why are some legs locked in the bet builder?

    The same rules as the bookmakers’ builders: legs that contradict or already follow from your slip cannot be combined — for example correct score 2–1 with under 2.5 goals. The difference is that we don’t look the rules up in a table; we compute them straight from the score matrix.

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    Predictions come from PlaymakerAI's match model and reflect the model's assessment — not betting advice. Gamble responsibly.