Premier League · 2025/26
EPL Predictor
ML-powered match predictions — beating the pro benchmark
Pre-Match
55.6%
Predicted before kick-off using form, ELO & standings
In-Game
62.2%
Updated at half-time with the score — +3.5pp boost
+22pp
above random
baseline (33.3%)
532
test matches
evaluated
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Accuracy by Predicted Outcome
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Result Distribution
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Prediction Accuracy by Team
#TeamGamesPre-MatchIn-GameCorrect
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Accuracy by Confidence Band
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Key Insight

The model performs best above 60% confidence — 60.6% accuracy. Predictions below 40% are essentially coin flips. Always cross-check with form and head to head data.

Head to Head Record
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Predict a Match
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About this prediction

Uses the pre-match model ( accuracy) trained on 8 seasons of EPL data (2017–2025). Features include last-5 form, home/away specific form, current league position and points.

43.4% of EPL games flip after half time

A 1-0 lead is never safe. Our model predicts the final result with % accuracy using the half-time score, form, and league position.

Half Time Predictor

Enter the teams and half time score to predict the final result using the in-game model ( accuracy)

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Half Time Score:
About this model

The in-game model uses the half time score alongside team form and league position, trained on 8 seasons of EPL data (2017–2025, COVID excluded). It accounts for the high rate of second-half turnarounds to predict the final result from any half-time scoreline.

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Accuracy by Predicted Outcome

When the model predicts each outcome, how often is it right?

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Confidence Reliability

Do higher-confidence predictions win more often?

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Favourites vs Toss-Ups

Does the model do better when there's a clear favourite?

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Honest Limitations
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Upcoming Fixtures — Predicted Results
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2025/26 Premier League Table
# Team P W D L GF GA GD Pts
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Champions League (Top 4) Europa League (5th–6th) Conference League (7th) Relegation (Bottom 3)