The Model’s Heinz GW42/43: All Six Lost. Here’s the Full Picture.
Last week we published our GW42/43 Heinz — the six Championship and League One fixtures where our model showed the ...
Tag: Championship Predictions
Four Games to Go: What the Data Says About the Championship Run-In
Four Games to Go: What the Data Says About the Championship Run-In CHAMPIONSHIP · RUN-IN ANALYSIS Four Games to Go ...
Why Football Models Get Draws Wrong — and What We Did About It
We tested our ML model against Bet365 odds, found a draw blindness problem, tried to fix it with a dedicated ...
Championship Gameweek 38 Preview
Championship Gameweek 38 Preview: Title Charge, Playoff Push and Relegation Scramble Gameweek 38 Preview: Competition: Sky Bet Championship Dates: Fri ...
Championship Gameweek 37 Preview
Championship Gameweek 37 Preview: Play-Off Six-Pointer & Relegation Drama Gameweek 37 Preview:Competition: Sky Bet ChampionshipDates: Tue 10th - Wed 11th ...
My 2025/26 Prediction Tracker
My 2025/26 Prediction Tracker: The Data on How Good (or Bad) My Scoreline Calls Are Prediction Tracker — Mid-Season Audit ...
Championship Gameweek 36 Preview
Championship Gameweek 36 Preview: Playoff Showdown at the MKM Gameweek 36 Preview: Competition: Sky Bet Championship Dates: Friday 6th – ...
Championship Gameweek 35 Preview
Championship Gameweek 35 Preview: Relegation Six-Pointers & Playoff Pushes Gameweek 35 Overview: Competition: Sky Bet Championship Dates: Friday 27th Feb ...
Championship Gameweek 33 Preview
Championship Gameweek 33 Preview: Playoff Race Heats Up As Derby Day Looms Gameweek 33 Overview: Competition: Sky Bet Championship Dates: ...
Championship Gameweek 32 Preview
Championship Gameweek 32 Preview: Title Race Showdown at the CBS Arena Gameweek 32 Overview: Competition: Sky Bet Championship Dates: Saturday ...
Beyond The Prem
Data-first football writing
This site is a hobby project run by a former healthcare professional and computing graduate who likes football and data. There's no monetisation agenda, no ads, and no ambition to become the next big football media brand.
What there is: ML-backed match previews, honest accountability when the model gets it wrong, and analysis covering the Championship, League One and WSL that tries to be genuinely data-driven rather than just opinion dressed up in numbers.
Hull City season ticket holder and Leyton Orient follower — both covered on the site, no bias applied.
Posts go up most days during the season. The model's predictions are published before kick-off and the results tracked openly — good weeks and bad ones.
No agenda. No spin. Just the numbers.