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Methodology10 min read

How We Achieved 52% Accuracy in Premier League Predictions

Eraite Team26 January 2025

How We Achieved 52% Accuracy in Premier League Predictions

After analyzing over 1,360 Premier League matches across three seasons (2022-2025), our hybrid prediction system has achieved a 52.4% accuracy rate in correctly predicting match outcomes (Win/Draw/Loss).

This significantly outperforms the 33% baseline you'd expect from random guessing across three outcomes.

Our V7 Algorithm

Our latest algorithm combines three powerful techniques:

1. Progressive ELO Ratings

We use a dynamic ELO rating system that:

  • Starts every team at 1500 points
  • Updates ratings after each match based on results
  • Rewards wins against stronger opponents more than wins against weaker ones
  • Factors in home advantage (+90 ELO equivalent)

Critically, our ELO system is "progressive" - when predicting Gameweek 10, we only use data from Gameweeks 1-9. This ensures our accuracy figures reflect real-world performance, not inflated backtesting.

2. Dixon-Coles Probability Model

Standard Poisson distribution treats home and away goals as independent events. But football doesn't work that way - low-scoring matches (0-0, 1-0, 0-1, 1-1) occur more frequently than pure Poisson predicts.

The Dixon-Coles model adds a correlation adjustment (ρ = -0.15) that increases the probability of these low-scoring outcomes. This gives us more accurate match probabilities.

3. Confidence-Based Score Rounding (V7)

Converting expected goals (e.g., 1.66 - 1.69) into a predicted scoreline isn't straightforward. Simple rounding often produces too many draws.

Our V7 algorithm uses the calculated probabilities to guide score selection:

  • If away win probability is highest, we predict an away win score (e.g., 1-2)
  • Higher confidence margins produce more decisive scores (3-1 vs 2-1)
  • Draws are only predicted when draw probability genuinely exceeds both home and away

This ensures score and outcome are always consistent - no more predicting 2-1 as a "draw".

Our Results

MetricValueBaseline
Outcome Accuracy52.4%33% (random)
Recent Form (15 games)55.9%33%
Exact Score Accuracy10.5%~3%
Matches Analysed1,360+-

Why This Matters

A 52% accuracy rate might not sound impressive, but consider:

  • Random guessing achieves only 33%
  • Most "expert" tipsters achieve 40-45%
  • Professional betting models target 52-55%

Our model puts you in the range of professional-grade predictions.

Transparency Matters

Unlike many prediction services, we openly share our methodology and track record:

  • All predictions are generated before matches start
  • Accuracy is calculated from all predictions, not cherry-picked results
  • Historical performance is publicly visible on our Accuracy page

Ready to see this week's predictions? Check out our homepage for the latest Premier League forecasts.