How Our AI Football Predictions Work

By Dimitar Goshevski · Last updated: July 8, 2026

MyGameOdds runs on a two-layer system: machine-learning models that turn match data into probabilities, and an analytics layer built in-house that detects value against bookmaker odds and tracks the accuracy of every prediction against real results. This page explains both layers — what they do, how we verify them, and what they can't do.

Match probabilities are produced by machine-learning models trained on years of historical football data. For every fixture, the models weigh team form, head-to-head records, player availability and individual player contribution — a player's recent form, position and impact on overall team performance — and convert these signals into probability distributions for each betting market.

Probabilities are generated for 76 leagues across 8 markets: 1X2, Both Teams to Score, Over/Under 2.5 and 3.5 goals, Correct Score, Half-Time/Full-Time, First Half Result and Double Chance. They are recalculated daily as new data arrives, with no human intervention — every number on this site is a model output, not an opinion.

Everything in this layer is designed, built and run in-house by our team. It is what turns raw probabilities into something you can act on — and verify.

Picks of the Day, Bet of the Day and every market tips page are fed by one thing: the picks engine — the same rules, run every morning. Each market has its own published probability bar, and every pick needs a real bookmaker price that passes the fair odd check. The full rule set, thresholds included, is in the picks engine chapter below. When nothing clears the bar, we publish nothing.

This is where the question "how do AI football predictions work" gets its concrete answer. Every morning one automated routine — our picks engine — goes through today's fixtures. No editor, no gut feeling. For each fixture it takes the model's probability for every outcome in every market it covers. An outcome becomes a candidate pick only when that probability clears the bar set for it. Every market has its own bar, and the bars are public — they're in the table below.

These are the live thresholds, taken straight from the engine's configuration. The model's probability for the exact outcome must meet the bar — otherwise no pick, no exceptions.

Thresholds come from a six-month calibration backtest and get re-checked against live results. When a bar moves, this table moves with it — the engine's live configuration is the single source.

A thin fixture list, cagey matchups, bad prices — some days nothing clears the bars, and on those days the pages stay empty. The thresholds never move to fill a page. One more honest note: correct score tips sit outside the engine. They are pure model probability — no odds market backs that bet type, so there is nothing to value-check, no locked odd and no ROI line. Every other tips page on the site runs on the rules above.

Predictions are recorded before kickoff and never edited afterwards. Losing predictions are displayed alongside winning ones, and negative-ROI markets stay on the tracker. If a number on this site cannot be traced back to settled match results, we don't publish it.

No model predicts football reliably enough to guarantee profit. A 60% probability still loses four times out of ten — variance is part of the game, and losing runs are normal even when the underlying probabilities are well calibrated.

Match probabilities are recalculated daily; bookmaker odds and value flags refresh every few minutes. Most data widgets display an "Updated X ago" stamp so you can see exactly how fresh the numbers are.

Because a track record you can't falsify is marketing, not evidence. Keeping every settled prediction — hits and misses — is what makes our published accuracy meaningful.

Eight betting markets — 1X2, BTTS, Over/Under 2.5 and 3.5 goals, Correct Score, HT/FT, First Half Result and Double Chance — across 76 leagues worldwide.