An adaptive machine-learning engine across 140+ leagues and international competitions, 184,991 games graded in public. Every exact score priced before kick-off, and scored after it.
Inside the app
Six chapters, every screen captured from the app as it ships. As you scroll, the filmstrip advances to the exact screen the note beside it describes; the screens either side stay in view so you always know where you are.
Start here: the Ledger
ML XI opens on its own graded record: 184,991 games scored with the yardsticks forecasting science uses, league by league. Everything else in the app is downstream of this page.
Predictions
One engine prices every match of the day across 140+ leagues and international competitions: the exact score, the result probabilities and every classic market, all read off one matrix.
After full time
A forecast is only worth what happens to it. Every settled match keeps its sheet and is judged on it, in public, minutes after the whistle.
High Probability
HP stands for High Probability. Every day the engine prices thousands of reads across the five markets the app offers. Powerful ML gates downselect them to the few that clear strict probability floors. When nothing clears the bar, the list stays short.Each day counts itself in the header, in the app’s own words: 24/25 · correct, then what is still pending and what was never played.Settled HP picks to date, walk-forward, from the app’s own record: 1X/X2 · 89.5% 1X2 · 96.8% O/U · 90.7% BTTS · 75.0%
Live
From the first whistle the app follows every match in play: score, momentum, statistics and line-ups, updating steadily without ever moving under your finger.
Following
Follow any fixture and the app starts keeping score — on itself, and for you.
The science
Football prediction has a ceiling, and science knows where it is. Peer-reviewed research on exact-score forecasting places the best systems in the world at around one exact score in nine, and roughly half of match results. Football is a low-scoring, high-variance game; that is what the mathematics allows.
ML XI is built against that ceiling and shows you where it stands. Every match is stated as calibrated probabilities, measured with the yardsticks forecasting science uses (Ranked Probability Score, log loss, calibration error) and graded in a public record of 184,991 games, league by league, misses included. ML XI is the only football prediction app that publishes this grading inside the product itself, where anyone can audit it.
The engine combines machine learning with statistical modelling, fitted league by league on years of results; each competition gets its own parameters, and every screen reads off one matrix of score probabilities, so no two numbers can disagree. Engine upgrades ship only after beating the current engine on thousands of matches the model has never seen.
That is the whole pitch: honest numbers at the edge of what is scientifically possible, demonstrated match by match in the open.
Why trust it
Football commentary is full of certainty; football itself has none. ML XI publishes what a match actually looks like before kick-off, a distribution of outcomes stated as probabilities, and then grades every published call in the open.
A past result can never be rewritten. What the engine called, and what actually happened, stays on the record: open any day in the app, this year or last, and the numbers are exactly as they were graded.
Three principles hold everywhere:
Roadmap
Dates appear when they are set.
FAQ