Bournemouth v Liverpool
Bournemouth host Liverpool in matchweek 5.
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Bournemouth v Liverpool
Sun, Sep 20, 9:00 AM ET · Matchweek 5 · Premier League
Club research: Bournemouth · Liverpool
Tested blind on past seasons. Tested blind on nine past Premier League seasons (2013-14 to 2021-22, 3,420 matches) it was never fit on, where it beat the previous model and a plain rating system. Its total-goals numbers follow the league's recent scoring rate, so they are the same for every match — in that test they were more accurate than the previous model's team-by-team totals. Its live record this season is still being graded. 36 Premier League matches have been graded under this model — far too few to support any accuracy claim. No live win rate or accuracy figure is quoted until its season record is large enough to mean something. These are themodel's own probability distributions, published so you can see what it says — not picks, not advice, and not compared against any price.
Model-only, pre-odds: no authorized market snapshot covers this fixture yet, so there is no market comparison here — only the model's own numbers. Prices join closer to kickoff, and this snapshot refreshes until then.
Simulation story
7 chapters · read from the published artifact› Loading the matchup model› Reading the outcome distribution› Preparing the score scenariosPress Play to step through what the model expects, chapter by chapter, or read the report below.
Match result
Full time, 90 minutes
The draw is a real outcome and is never folded away.
Bournemouth win41.2%
Draw25.3%
Liverpool win33.5%
Two of three outcomes
Bournemouth or draw66.5%
Liverpool or draw58.8%
Either side wins74.7%
Each is a sum of the three probabilities above, so it cannot disagree with them.
Exact score
The ten likeliest scorelines
These ten account for 74.3% of the distribution — the remaining 25.7% is spread across every other scoreline.
| Score (Bournemouth–Liverpool) | Probability | |
|---|---|---|
| 1–1 | 12% | |
| 1–0 | 9.2% | |
| 2–1 | 8.8% | |
| 0–1 | 8.2% | |
| 1–2 | 7.8% | |
| 2–0 | 6.8% | |
| 0–0 | 6.3% | |
| 2–2 | 5.7% | |
| 0–2 | 5.3% | |
| 3–1 | 4.3% |
Goals
Total goals in the match
Expected 2.77. The middle half of the distribution falls between 2 and 4 goals.
Expected goals2.77
Median (p50)3
p10 – p901 – 5
Probability of each total (goals)
60
171
242
223
154
95
46
27
8
Over / under ladder
| Line | Over | Under |
|---|---|---|
| 0.5 | 93.7% | 6.3% |
| 1.5 | 76.3% | 23.7% |
| 2.5 | 52.3% | 47.7% |
| 3.5 | 30.1% | 69.9% |
| 4.5 | 14.7% | 85.3% |
Half lines only — a match cannot land exactly on one, so over and under sum to 100% with no push.
By side
How many each side scores
The marginal of the same grid — not a separate fit, so these add back to the total above.
Bournemouth1.47 expected
230
341
252
123
44
15
Liverpool1.30 expected
270
351
232
103
34
5
Derived
Goalscoring shape and margin
Every figure is an exact sum over the same score grid.
Both teams score56%
Bournemouth clean sheet27.3%
Liverpool clean sheet23%
Expected margin+0.17
Winning margin (Bournemouth goals − Liverpool goals)
1-4
4-3
10-2
19-1
250
21+1
12+2
5+3
2+4
Positive means Bournemouth win by that many, 0 is the draw, negative means Liverpool. Margins beyond ±4 carry the remaining mass and are not drawn.
Player predictions · anytime goalscorer
If he starts — likeliest scorers
The lineup is not posted yet, so each figure is the chance that player scores IF he starts — not a claim that he will. This is a different model from the score matrix above, with its own out-of-sample test.
| Player | Club | Appearances | To score | A shot on target |
|---|---|---|---|---|
| Alexander Isak | Liverpool | 86 | 41.2% | 69.4% |
| Hugo Ekitike | Liverpool | 21 | 32.3% | 57.7% |
| Junior Kroupi | AFC Bournemouth | 21 | 29.7% | 55.3% |
| Cody Gakpo | Liverpool | 89 | 26.8% | 53.7% |
| Rayan | AFC Bournemouth | 13 | 26.2% | 47.7% |
| Álvaro Rodríguez | AFC Bournemouth | none | 26.1% | 55.1% |
| Ben Gannon-Doak | AFC Bournemouth | none | 26.1% | 55.1% |
| Daniel Jebbison | AFC Bournemouth | none | 26.1% | 55.1% |
| Joshua Abe | Liverpool | none | 26.1% | 55.1% |
| Joshua Lambie | Liverpool | none | 26.1% | 55.1% |
| Lewis Koumas | Liverpool | none | 26.1% | 55.1% |
| Remy Rees-Dottin | AFC Bournemouth | none | 26.1% | 55.1% |
Showing the 12 likeliest of 69. No injury or suspension feed exists here, so a player who is unavailable can still appear in this list. Shots on target is a separate model from the scorer figure beside it, fitted and tested on its own — the two are not derived from one another and can disagree.
Method
Where these numbers come from
Per-club attack and defence rates are fitted to Premier League results only, then combined into an exact Poisson score matrix for this fixture. Every probability on this page is a closed-form sum over that one grid — there is no sampling here, so there is no run count to quote and the figures are identical for every visitor, every time.
The fit takes an explicit cutoff at the run clock, so it cannot see a result from a match it is forecasting. Team-level only: no lineup, injury or team-news input exists in this model, by design.
- Model
- epl-model-v2-elo-poisson
- Scoring rates (λ)
- Bournemouth 1.47 · Liverpool 1.30
- Generated
- 2026-09-14T21:57:35Z
- Validation
- VALIDATED_OUT_OF_SAMPLE_HISTORY
More
Other Matchweek 5 fixtures
- Brentford v ChelseaFri, Sep 18, 3:00 PM ET · Brentford 45.1%
- Tottenham Hotspur v Aston VillaSat, Sep 19, 7:30 AM ET · Aston Villa 43.3%
- Everton v Ipswich TownSat, Sep 19, 10:00 AM ET · Everton 63.2%
- Brighton & Hove Albion v ArsenalSat, Sep 19, 10:00 AM ET · Arsenal 51.7%
- Newcastle United v Hull CitySat, Sep 19, 10:00 AM ET · Newcastle United 60.4%
- Nottingham Forest v Coventry CitySat, Sep 19, 12:30 PM ET · Nottingham Forest 63.8%
- Leeds United v Crystal PalaceSun, Sep 20, 9:00 AM ET · Leeds United 46.2%
- Manchester City v SunderlandSun, Sep 20, 9:00 AM ET · Manchester City 75.1%
- Fulham v Manchester UnitedSun, Sep 20, 11:30 AM ET · Manchester United 43.7%
Paper-only and educational. Not betting advice. All Premier League fixtures