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Bournemouth v Coventry — Prediction, Odds & Stats

Saturday 19 December 2026 · ENG-Premier League · 2627

Premier League xG Prediction generated

AI prediction

ai-blend v1.0 daily
Bournemouth win
61.8%
Draw
21.1%
Coventry win
17.1%

Raw model output; no calibration record for this fixture's bands yet.

Top 5 scorelines

  1. 1-0 10.6%
  2. 2-0 10.6%
  3. 1-1 10.0%
  4. 2-1 9.9%
  5. 3-0 7.0%

Goals

Over 2.556.2% Under 2.543.8%
BTTS yes52.7% BTTS no47.3%
Bournemouth 1+86.4% Bournemouth 2+59.2%
Coventry 1+61.0% Coventry 2+24.3%

Expected goals 1.99 – 0.94. Every market above is read off one scoreline distribution.

Footing

AI confidence
83/100
Data quality
70/100
Model agreement
99%
★ Best pick
Nothing on a measured band prices above 1.18 here.
★ Most likely to land
Nothing on a measured band prices above 1.18 here.

Positive factors

  • Bournemouth carry the stronger rating, 1638 Elo against 1493.
  • Bournemouth have created 1.82 xG a match over their last five while Coventry have allowed 1.68.
  • At home Bournemouth average 2.37 xG a match.

Risk factors

  • Coventry have only 7 matches on record.
Why the model thinks this

The price

Bournemouth have an estimated 61.8% win probability, against 21.1% for the draw and 17.1% for Coventry. Expected goals from the ensemble are 1.99 for Bournemouth and 0.94 for Coventry.

Why Bournemouth

Bournemouth carry the stronger rating, 1638 Elo against 1493. Bournemouth have created 1.82 xG a match over their last five while Coventry have allowed 1.68. At home Bournemouth average 2.37 xG a match.

Why the draw is live

The draw sits at 21.1%. Draws run at 25% in this competition.

Why Coventry can win

Coventry have created 1.11 xG a match over their last five while Bournemouth have allowed 1.30. Away from home Coventry average 0.97 xG a match.

Key players

Bournemouth's leading contributors by expected goal involvements a match: Marcus Tavernier (0.45), Evanilson (0.45), Rayan (0.35). Coventry's leading contributors by expected goal involvements a match: Jack Rudoni (0.31), Taiwo Awoniyi (0.26), Sidiki Chérif (0.25).

Availability

1 of Coventry's top three contributors did not start their last match.

The matchup, as far as the data reaches

Bournemouth: 52% possession, 16.8 shots a match, 8.2 faced, 0.61 xG a match from set pieces. Coventry: 32% possession, 11.4 shots a match, 19.2 faced, 0.12 xG a match from set pieces. Bournemouth's shot volume meets a defence that concedes shots freely.

Inputs last refreshed: matches 2026-10-22 14:54 · team_stats 2026-10-20 06:04 · availability 2026-10-22 14:58 · prediction 2026-09-18 10:37 ·

Bournemouth are the model's most likely outcome at 61.8%. The likeliest scoreline is 1-0 at 10.6%. Confidence 83/100, data quality 70/100. These are probabilities, not certainties: the less likely outcome happens as often as its number says.

Written from the numbers the model saw, not by a language model; nothing here is a statistic the snapshot does not hold. How predictions work.

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Was this pick made in advance?
A model whose name ends -oos is out of sample: it was fitted only on matches played before this one, so its pick is a genuine forecast rather than hindsight. Anything without that suffix was fitted on all available data.

What the chances say

Bournemouth are finishing sharply below their chances — 6.2 goals fewer than expected across 10 matches, despite creating the openings.

WDDLDDDLLW last 10 scored 12 from 18.2 xG conceded 15 from 13.0 xG

Coventry are conceding more than the chances against them merit — 2.2 goals above expected, which tends to correct.

LLLLWWL last 7 scored 6 from 7.8 xG conceded 14 from 11.8 xG

Finishing swings far more than chance creation, so a gap this size usually narrows. Over ten matches it is suggestive, not settled — a genuinely elite finisher beats expected goals for years.

What the model said

ModelHome / Draw / Away Expected goalsLikeliest score O2.5BTTS
ai-blend 1.99–0.94 0% 0% 0%
dc-goals 1.89–0.64 2-0 14% 46% 41%
dc-xg 2.02–1.00 2-0 10% 58% 55%

A model whose name ends -oos was produced by the walk-forward backtest: it was fitted only on matches played before this one, so the pick is genuinely out of sample.

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On this page

Match

What this page is for

One fixture in full. The model's probability for every market it prices, the prices stored against them, the teams expected to feature, and for a match already played, the shot map and the xG timeline.

How to read the shot map

Every shot is placed where it was taken and sized by its chance of being scored. A cluster of small marks from distance and a clean sheet is a side that was busy without ever threatening; two big marks and a defeat is a side that had the better of it and lost anyway. Both happen constantly, and both are invisible in the score.

How to read the xG timeline

The steps are chances as they arrived, so the shape shows who was on top and when. A flat line that jumps once near the end is a smash and grab.

Things to watch

The stored prediction is the one made before the match, kept deliberately so it can be judged afterwards. It is not re-fitted with hindsight.

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