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Fixture 96scheduledGW 10

Ipswich Town v Bournemouth

market prices held
Expected goals1.00 — 1.59
Expected points0.95 — 1.78
Over 2.547.9%fair 2.09
Both score51.1%fair 1.96
Most likely1-112.7%
Markets priced27
Ch 01 · Outcome

Match result

The bar is the model's probability; the caret on the same scale is the market's, with the margin removed. The distance between them is the disagreement.

OutcomeModel fill · market caretProbFairΔ mkt
IPS22.7%4.41−2.3 pp
Draw27.0%3.70+1.3 pp
BOU50.3%1.99+1.0 pp
Ch 02 · Book

27 markets

dixon_coles xi001-20261102

Model fair prices, computed as 1 / probability from a Dixon-Coles score matrix. No bookmaker margin is included, and no bookmaker is quoting these. A real price will be shorter than every number here.

Match result
Ipswich Town22.7%4.41
Draw27.0%3.70
Bournemouth50.3%1.99
Double chance
Ipswich Town or draw49.7%2.01
Ipswich Town or Bournemouth73.0%1.37
Draw or Bournemouth77.3%1.29
Draw no bet
Ipswich Town31.1%3.22
Bournemouth68.9%1.45
A draw returns the stake, so these prices exclude it.
Win to nil
Ipswich Town11.8%8.46
Bournemouth28.4%3.52
Clean sheet
Ipswich Town20.5%4.88
Bournemouth37.1%2.70
Ch 03 · Reasoning

What is driving this

computed, not generated

Computed arithmetic, not generated text. Each driver is a stored quantity: the Elo difference replayed from results, points per game over the last five matches, rolling expected goals, and each absent player's share of team expected goals.

Underlying expected goals-2.63 net xG per match
Favours BOU. IPS -1.09, BOU +1.54 across the form window — results are noisier than the chances behind them
Team rating gap-174 Elo
Favours BOU. IPS 1411 against BOU 1585, computed from stored results; an Elo-driven model scores RPS around 0.2015 on this league against roughly 0.194 for de-vigged closing odds
Home advantage+60 Elo equivalent
Favours IPS. the football default is around 100 Elo points, but Premier League home advantage fell during the crowdless 2020/21 season and settled lower afterwards, so the ratings carry a smaller term
Unavailable players9% home against 7% away xG missing
Favours BOU. 2 out and 5 doubtful for IPS, 4 out and 3 doubtful for BOU; measured as the share of recent expected goals those players contributed
Recent form1.40 against 1.40 points per game
last 5 and 5 completed matches: DLWLW against WWLLD
Ch 04 · Comparison

Both sides

IPS
DLWLW
12 Sept – 23 Oct
BOU
DLLWW
12 Sept – 25 Oct
1.40Points per game1.40
8Goals for8
8Goals against8
6.62Expected goals12.12
1,411Elo1,585

Head to head over 2 meetings in the seasons held (Premier League from 2021-22, Championship from 2024-25): IPS 1, drawn 0, BOU 1. Cup ties and earlier seasons are not included, so a full-history site will show more.

Ch 05 · Market

Bookmaker prices

Real bookmaker prices, collected from published market data.

MarketSelectionBestBookImpliedN
h2haway2.021xBet49.5%40
h2hdraw3.961xBet25.3%40
h2hhome3.95Betfair25.3%40
Ch 06 · Availability

Ipswich Town

9.3% xG out

Share of attacking output is what moves the number, so it is shown rather than implied.

FatawuMIDsuspended0%2.9% xG
Suspended until 17 Oct
TaylorMIDinjured0%
Knee injury - Unknown return date
EmersonnFWDdoubtful75%21.8% xG
Knee injury - 75% chance of playing
FlorentinoMIDdoubtful75%1.8% xG
Calf injury - 75% chance of playing
PhilogeneMIDdoubtful75%1.7% xG
Ankle injury - 75% chance of playing
LukićMIDdoubtful75%0.2% xG
Groin injury - 75% chance of playing
MatusiwaMIDdoubtful75%
Muscular injury - 75% chance of playing
Ch 06 · Availability

Bournemouth

7.0% xG out

Share of attacking output is what moves the number, so it is shown rather than implied.

ScottMIDinjured0%4.0% xG
Thigh injury - Expected back 21 Nov
Tóth.AMIDinjured0%
Hamstring injury - Unknown return date
J.AraujoDEFinjured0%
Thigh injury - Unknown return date
MilosavljevićDEFinjured0%
Thigh injury - Expected back 31 Oct
KluivertMIDdoubtful75%8.8% xG
Unspecified injury - 75% chance of playing
AdliMIDdoubtful75%3.1% xG
Calf injury - 75% chance of playing
Kroupi.JrMIDdoubtful75%
Foot injury - 75% chance of playing
Ch 07 · Simulation

Re-price without a player

Removing a player scales that side's expected goals by their share of recent attacking output, then rebuilds the score matrix. Every market moves together.

Ch 08 · Briefing

Written summary

generated text

Written by gpt-5.6-terra from the numbers above, which it cannot add to or override.

Bournemouth carry the highest model win probability at 50.4%, compared with 27.0% for a draw and 22.5% for Ipswich Town. The goal model is 0.99 for Ipswich and 1.59 for Bournemouth. Both teams to score is rated at 50.9%, while over 2.5 goals is 47.8%. Recent results are identical: both sides have 2 wins, 1 draw and 2 losses from 5, with 8 scored and 8 conceded. The underlying numbers differ sharply. Bournemouth’s xG figures are 12.1 for and 4.4 against, while Ipswich’s are 6.6 for and 12.1 against. Bournemouth also have the higher Elo rating, 1585 to 1411. The two recent head-to-head meetings produced one win each. The market is slightly less favourable to Bournemouth, assigning them 49.5% versus the model’s 50.4%, and gives Ipswich 25.1% against the model’s 22.5%. The scorecard says the model does not beat the closing market. Neither side has a listed measurable absentee, but there are 7 unmeasured absences for each team, so their attacking impact is unknown.

Ch 09 · Divergence

Where the model differs from a price

Shown with the model's own record, because that is what decides how much these are worth.

h2h drawmodel 27.0% vs 3.96 (1xBet)+7.0 ppstake 0.6%medium confidence
Ch 10 · Calibration

How this model actually scores

Dixon-Coles bivariate Poisson fitted to Premier League results with exponential time decay. Statistical model, no language model involved.

loses to closing market2,281 out-of-sample fixtures
MetricModelMarketΔ
Ranked probability score0.20470.1965+0.0082
Log loss0.98820.9623+0.0259
Brier0.58830.5711+0.0172
Accuracy52.5%54.8%−2.3 pp

Lower is better for the first three. These probabilities are for reading a fixture, not for expecting profit against closing prices. What these numbers mean

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