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Derby County v Bolton Wanderers — Prediction, Odds & Stats

Friday 6 November 2026 · ENG-Championship · 2627

Championship results-only Prediction generated

AI prediction

ai-blend v1.0 daily
Derby County win
43.4%
Draw
29.5%
Bolton Wanderers win
27.1%

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

Top 5 scorelines

  1. 1-1 14.1%
  2. 1-0 10.1%
  3. 0-0 9.6%
  4. 2-1 9.0%
  5. 2-0 8.3%

Goals

Over 2.545.8% Under 2.554.2%
BTTS yes51.8% BTTS no48.2%
Derby County 1+76.0% Derby County 2+41.7%
Bolton Wanderers 1+66.1% Bolton Wanderers 2+29.5%

Expected goals 1.43 – 1.08. Every market above is read off one scoreline distribution.

Footing

AI confidence
41/100
Data quality
55/100
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

  • Nothing in the data singles out Derby County.

Risk factors

  • Data quality is 55/100, so this price rests on less than the model would like.
  • Bolton Wanderers have only 6 matches on record.
Why the model thinks this

The price

Derby County have an estimated 43.4% win probability, against 29.5% for the draw and 27.1% for Bolton Wanderers. Expected goals from the ensemble are 1.43 for Derby County and 1.08 for Bolton Wanderers.

Why Derby County

Nothing in the data singles out Derby County.

Why the draw is live

The draw sits at 29.5%. Draws run at 28% in this competition.

Why Bolton Wanderers can win

Bolton Wanderers carry the stronger rating, 1464 Elo against 1427.

Key players

No player-level data for this fixture; the leagues with lineups are the big five.

Availability

No lineup on record for Derby County, so availability is unknown. No lineup on record for Bolton Wanderers, so availability is unknown.

The matchup, as far as the data reaches

Derby County: 49% possession, 12.4 shots a match, 16.4 faced, 0.30 xG a match from set pieces. Bolton Wanderers: 51% possession, 12.2 shots a match, 13.2 faced, 0.30 xG a match from set pieces.

Inputs last refreshed: matches 2026-10-25 14:59 · team_stats 2026-10-25 06:07 · availability 2026-10-25 15:02 · prediction 2026-09-18 10:37 ·

Derby County are the model's most likely outcome at 43.4%. The likeliest scoreline is 1-1 at 14.1%. Confidence 41/100, data quality 55/100. 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.

Live TV

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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 model said

ModelHome / Draw / Away Expected goalsLikeliest score O2.5BTTS
ai-blend 1.43–1.08 0% 0% 0%
dc-xg 1.37–1.00 1-1 14% 42% 49%

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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