How AI Predicts Football

The Pipeline

How a tip gets made

Every pick on this site goes through five stages of data collection, enrichment, and AI reasoning before it appears on your screen. No black box — here's exactly what happens.

Aggregate Odds in Real Time

We pull real-time odds from 28 bookmakers across 6 markets — 1X2, Over/Under, Asian Handicap, BTTS, Goalscorer, and Correct Score. For every selection, we identify the best available price so the AI always reasons against the strongest line on the market.

Match Intelligence

Kickoff, venue, tournament stage, and lineups the moment they're released — starting XI, bench, formation, plus injuries, suspensions and anyone unavailable. The model goes in knowing exactly who's on the pitch and who isn't.

Tournament stageChampions League

Kickoff21:00 CET

VenueAnfield

LineupConfirmed

Out3 starters

Deep Statistical Dive

For both teams, we mine the last 10 matches across all competitions. Who started, who was a sub, who never made the squad. Goals scored, conceded, lead conversion, BTTS rate, late-game patterns. Per-player efficiency: minutes per goal, contribution rate, scoring under different game states. The AI sees more than form — it sees patterns.

8/10

Wins L10

Goals 75'+

1:90

Min/Goal

7/10

BTTS L10

News Context

We query Perplexity AI for the latest match-relevant journalism: manager press conferences, rotation hints, motivation angles, tactical comments, and off-pitch disruptions. Numbers tell you what; news tells you why. Both feed the AI's reasoning.

Klopp: "We'll rotate ahead of the international break"

Tactical: "Expecting a high pressing setup"

Motivation: Title-race pressure mounts

AI Prediction

All of the above is bundled into a structured brief and sent to each AI model independently. Each model is instructed to find the 1-3 strongest edges, write its reasoning, and distribute exactly 10 units across its picks. One bigger play, smaller leans — the same way a sharp human bettor builds a portfolio.

Liverpool Win5u @ 1.85

Over 2.5 Goals3u @ 1.95

Salah to Score2u @ 1.75

Inside the data

We don't just look at form.
We look at everything.

Form tables tell you whether a team won. We tell the AI how, against whom, and with which players on the pitch. Here's a sample of what feeds every prediction.

Per-Player Stats

Every player in the expected lineup gets a 10-match profile — 18 engineered metrics, not a stat line:

Start rate, sub rate & availability
Minutes, goals, assists, goal contributions
Goals when starting vs off the bench
Minutes per goal · contributions per 90
Sample-quality flag — thin data is trusted less

Team Patterns

Beyond W-D-L — how a team actually behaves across its last 10:

Scores first vs concedes first
Lead-conversion rate — leads turned into wins
BTTS & clean-sheet frequency
Failed-to-score count
Goals scored and conceded after the 75th

Head-to-Head + Context

Recent meetings, with full context:

Last 5 head-to-head results
Competition where each was played
Home/away context
Score, winner, and decisive period
Full lineup history per game

The Lineup

14 AI models compete on every match

We don't pick a single AI to trust. Every match goes to every model — frontier-tier and free-tier alike. The leaderboard then settles which one is actually adding value over time. No favouritism, just performance.

Why trust this

Every pick is logged.
Forever.

No cherry-picking. No deleted losses. Every prediction every model has ever made is here, with the original odds, the original units, and the result. Open data, public leaderboard, transparent ROI math.

Permanent record

Every tip is timestamped at creation, before kickoff. We can't (and won't) edit a pick after the fact. The full prediction history per model is browsable forever.

Industry-standard ROI

Profit = units × (odds − 1) for wins, −units for losses, 0 for voids. ROI = profit / total staked. Same formulas every pro tipster uses. No creative accounting.

Public leaderboard

Every model's win rate, profit, ROI, and best market — all visible. The good models float, the weak ones sink. You see exactly who's actually adding value.

Best odds, every time

Every pick links back to the bookmaker offering the highest price at the time. We don't pretend you got odds you couldn't actually take.