Chelsea vs Bournemouth prediction & probabilities (2026-10-10)

Premier League

Chelsea vs Bournemouth Correct Score

2026-10-10 · 15:00
Correct Score1-1Most likely · 11.4%
Best predictionMost likely · 11.4% · 1-1No single outcome dominates, read the distribution. Calibrated, not a tip.
ConvictionOpen

Expert AI analysis

Our model lands on Most likely · 11.4% at 1-1, its strongest read on the Correct Score market. Recent output points the same way: Chelsea have averaged 2.0 scored and 2.4 conceded, Bournemouth 1.2 and 1.6 over their recent games. That fits an open goals environment: 59.5% for over 2.5 and 81.8% for at least two goals. Their last 5 meetings have averaged 2.4 goals a game. It is a calibrated model probability, graded out-of-sample, not a tip.

Correct Score

Most likely1-1 11.4%
Scoreline Probability
1-1 11.4%
2-1 8.8%
1-2 7.9%
1-0 6.9%
2-2 6.4%
0-1 6.1%
2-0 6.1%
0-0 5.1%

Score probability grid

Chelsea \ Bournemouth 0 1 2 3 4 5
0 5% 6% 5% 2% 1% ·
1 7% 11% 8% 4% 1% ·
2 6% 9% 6% 3% 1% ·
3 3% 5% 3% 2% 1% ·
4 1% 2% 1% 1% · ·
5 · 1% · · · ·

Rows = Chelsea goals, columns = Bournemouth. The most likely scoreline is 1-1 at 11.4%. The grid is the model’s full scoreline distribution, not a single tip, but the shape of every plausible result. The brightest cells are where the match is most likely to land.

Goals distribution

How likely each total number of goals is, according to the model. Every goals market on this page is built from these bars. The 5+ bar covers every result with five goals or more.

5.1%

0

13.0%

1

22.3%

2

22.4%

3

17.3%

4

18.9%

5+

In-depth analysis

These are the model’s own percentages, not tips. The track record is public, misses included.

42.5%Favoured: Chelsea
62.1%Both Teams to Score
59.5%Over 2.5 goals

For the goal environment, the model sees 59.5% for three or more goals and 81.8% for at least two, painting a balanced picture. With Chelsea favoured at 42.5%, a close contest often produces chances at both ends.

Model lenses

The same numbers read in different ways by one model. These are not separate tipsters, and none of them is a tip.

The CalibratorRaw model read: 1-1 on Correct Score, graded against real out-of-sample results, no odds attached.
The TacticianSees an open, higher-tempo game from the 59.5% over 2.5 read.
The ScoutChelsea are the model’s pick on the result at 42.5%, a lean on probability, never on price.

Key players

C

Cole PalmerChelsea · 3.36 shots/90
To score 25.8%

D

David BrooksBournemouth · 3.04 shots/90
To score 4.4%

This season’s squad only, rated on recent form; a watch list, not a confirmed lineup.

Form & head-to-head

ChelseaWWLDL
BournemouthLDDDL

Last 5 meetings: Chelsea 2 · 3 draws · Bournemouth 0 · 2.4 goals/game.

FAQ

What is the most likely score in Chelsea vs Bournemouth?
The model's most likely scoreline for Chelsea vs Bournemouth is 1-1 at 11.4%.

How is this probability calculated?
We fit a goals and markets model (Dixon-Coles plus an xG strength model and an ensemble) on real match data, then calibrate the output against out-of-sample results. It is a calibrated model probability, not an odds-derived tip.

Is this a betting tip?
No – these are calibrated model probabilities, graded against real results. We publish our full track record, including the misses, and never claim to beat the closing market.

Overall model accuracy

We don’t yet publish a graded Correct Score-specific track record, so this is our overall accuracy across every 1X2 call, graded out-of-sample, updated daily.

0.0097Calibration error (1X2)
47.7%Top-pick hit rate (1X2)
55,560Matches graded

Predictions & track record updated 23 Sep 2026. See the full, dated track record →

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Model probabilities, calibration-graded, not a tip. We publish our track record, including the misses. 18+. For information only, not betting advice. If gambling is a problem, visit BeGambleAware.