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AI EFL League One predictions

Win, draw and away chances, both teams to score, goals and the likeliest score for every EFL League One match this week. Every prediction is checked against the final score, in public.

14 matches this week Updated 23:57 Times in Europe/London
Result picks correct
38.6%
Random would be 33%
When 60%+ sure
100%
1 picks
Over / under 2.5
52.6%
BTTS 48.2%

114 finished matches graded over the last 90 days. See the full record

Where the model disagrees with the bookmakers Model probability against the probability implied by bet365's odds.

+16.5% Reading v Leyton Orient Leyton Orient to win @ 5.25 Model 35.6% · bookmaker 19% England League One · Wed 21 Oct 20:00
+10.3% Notts County v Sheffield Wednesday Notts County to win @ 3.00 Model 43.7% · bookmaker 33.3% England League One · Tue 20 Oct 19:45
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Every EFL League One prediction this week Tap a match for the verdict, goal lines, likeliest scores and a 100,000-run simulation.

EFL League One

EFL League One

EFL League One

How accurate are our EFL League One predictions? Every finished EFL League One match from the last 90 days, graded against the final score. Wins and misses, no highlight reel.

Match result picks
38.6%
Picking at random: 33%
When 60%+ sure
100%
1 picks
Both teams to score
48.2%
Yes or no, whichever the model favoured
Over / under 2.5 goals
52.6%
Over or under, whichever the model favoured

114 matches graded · refreshed every few hours

Latest graded results

Today Plymouth Argyle Huddersfield Town Model pickHuddersfield Town 38% 0-2 Correct
Today Wycombe Wanderers Notts County Model pickWycombe Wanderers 52% 2-0 Correct
Today Stockport County Bromley Model pickStockport County 65% 1-0 Correct
Today Leicester City Doncaster Rovers Model pickLeicester City 44% 2-1 Correct
Today Bradford City Stevenage Model pickBradford City 47% 2-0 Correct
Today Sheffield Wednesday AFC Wimbledon Model pickSheffield Wednesday 45% 5-0 Correct
Today Barnsley Cambridge United Model pickCambridge United 43% 1-2 Correct
Today Leyton Orient Blackpool Model pickLeyton Orient 45% 2-0 Correct

How the predictions are made

Football data, priced against the market

The model blends EFL League One team form, expected goals (xG), goal timing and head-to-heads with live bookmaker odds to price every outcome of every match.

Played out 100,000 times

Each match is simulated 100,000 times for scorelines, goal lines and both teams to score. Open the match simulator to watch one play out.

Graded after every match

Every finished match is scored against the result and fed into the record above, so you can judge the numbers before you use them.

EFL League One predictions: what to expect

EFL League One predictions live or die on form, fitness and squad depth. The third tier of English football sees more midweek games, more squad rotation and far less media-priced odds movement than the leagues above it — which is precisely where AI models tend to find value. Our League One model emphasises recent results over season-long stats, home/away form splits, and BTTS/Over 2.5 edges driven by weak defensive xG, especially in fixtures with promotion or relegation pressure.

Keep exploring

AI EFL League One predictions: FAQs

What are AI EFL League One predictions?

AI EFL League One predictions are match forecasts made by a statistical model rather than a pundit. For every match ours gives the chance of a home win, draw and away win, both teams to score, over and under 2.5 goals and the likeliest exact scores, then compares those numbers with the bookmakers.

How accurate are AI EFL League One predictions?

Over the last 90 days we graded 114 finished EFL League One matches against the final score. The model's pick for the match result was right 38.6% of the time (picking at random would be about 33%), and 100% of the time when it was at least 60% sure. Both teams to score calls were right 48.2% of the time and over/under 2.5 goals 52.6%.

Can ChatGPT predict football results?

Chatbots like ChatGPT can write a convincing preview, but they are language models: they have no live odds, no injury feed and no calibrated sense of probability, and they tend to back the favourite. Our numbers come from a statistical model built on form, expected goals (xG), goal timing, head-to-heads and live bookmaker prices. AI language models only write the match previews, from those numbers.

Which AI is best for football predictions?

The one that publishes its record. Look for two things: every pick graded against the result, not a highlight reel, and probabilities that are calibrated, so a 70% call wins about seven times in ten. We show both on this page, updated every few hours.

Are these AI EFL League One predictions free?

Yes. Win, draw and away chances, both teams to score, over and under 2.5 goals, the likeliest score, a written verdict and a 100,000-run simulation are free for every match. Pro adds every goal line and team total, ranking by model edge, probability filters and the full AI match report.

How are the EFL League One predictions made?

The model combines EFL League One team form, expected goals (xG), goal-timing data, head-to-head records and live bookmaker odds to price every outcome. Each match is then simulated 100,000 times to produce scorelines and goal lines. It re-runs every few hours and again as kick-off approaches, so the numbers follow team news and price moves.

What is a model edge?

The gap between the model's probability and the bookmaker's. If the model gives a team a 55% chance and the odds imply 48%, that is a +7% edge: the bookmaker is pricing the outcome lower than the model expects. Positive edges are what value bettors look for.

Which leagues are covered?

Every EFL League One match with bookmaker odds in the next seven days, plus every other covered league on the all-leagues page.

Predictions are probabilities, not certainties. Please gamble responsibly, 18+.