Southampton v Bolton Wanderers — Prediction, Odds & Stats
Saturday 17 October 2026 · ENG-Championship · 2627
Championship
results-only Prediction generated
AI prediction
ai-blend v1.0 dailyRaw model output; no calibration record for this fixture's bands yet.
Top 5 scorelines
- 2-0 10.2%
- 1-1 10.1%
- 2-1 9.9%
- 1-0 8.3%
- 3-0 7.5%
Goals
| Over 2.5 | 61.1% | Under 2.5 | 38.9% |
| BTTS yes | 56.1% | BTTS no | 43.9% |
| Southampton 1+ | 88.8% | Southampton 2+ | 64.3% |
| Bolton Wanderers 1+ | 62.0% | Bolton Wanderers 2+ | 25.2% |
Expected goals 2.19 – 0.97. Every market above is read off one scoreline distribution.
Footing
Positive factors
- Southampton carry the stronger rating, 1614 Elo against 1471.
- Form is good: 2.00 points a match from the last five.
Risk factors
- Data quality is 45/100, so this price rests on less than the model would like.
- Bolton Wanderers have only 4 matches on record.
Why the model thinks this
The price
Southampton have an estimated 64.2% win probability, against 21.4% for the draw and 14.4% for Bolton Wanderers. Expected goals from the ensemble are 2.19 for Southampton and 0.97 for Bolton Wanderers.
Why Southampton
Southampton carry the stronger rating, 1614 Elo against 1471. Form is good: 2.00 points a match from the last five.
Why the draw is live
The draw sits at 21.4%. Draws run at 28% in this competition.
Why Bolton Wanderers can win
Nothing in the data singles out Bolton Wanderers.
Key players
Southampton's leading contributors by expected goal involvements a match: Mateus Fernandes (0.20), Paul Onuachu (0.20), Cameron Archer (0.17).
Availability
2 of Southampton's top three contributors did not start their last match. No lineup on record for Bolton Wanderers, so availability is unknown.
The matchup, as far as the data reaches
Southampton: 60% possession, 17.6 shots a match, 15.8 faced, 0.24 xG a match from set pieces. Bolton Wanderers: 54% possession, 14.0 shots a match, 12.0 faced, 0.30 xG a match from set pieces.
Inputs last refreshed: matches 2026-09-05 22:20 · team_stats 2026-09-05 09:41 · availability 2026-09-05 21:03 · prediction 2026-09-05 18:39 ·
Southampton are the model's most likely outcome at 64.2%. The likeliest scoreline is 2-0 at 10.2%. Confidence 36/100, data quality 45/100. 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.
Was this pick made in advance?
-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
Southampton have scored 6 from 7.4 expected and conceded 18 from 18.4 — both ends in line with the chances, so the recent record is a fair reflection.
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
| Model | Home / Draw / Away | Expected goals | Likeliest score | O2.5 | BTTS |
|---|---|---|---|---|---|
| dc-xg | 2.57–0.91 | 2-0 10% | 67% | 56% |
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.