About Football24.live

Methodology

Two pieces — predictions and bookmaker ratings — that visitors care about most. Here is how each one is produced.

AI predictions (1X2)

For every match in the leagues we cover, we compute a 1X2 probability distribution by:

1. Pulling decimal odds from at least two bookmakers (22bet, Betlabel, MegaPari, Spinbetter, WinWin, Cloudbet, Tonybet when available).
2. Devigging each bookmaker's 1X2 triple via the power method to remove the ~5% margin (overround) and recover honest implied probabilities.
3. Taking the median across bookmakers — robust to one rogue book — and renormalising to sum to 100%.
4. Anthropic Claude then writes the narrative explanation around those numbers and derives BTTS / Over-Under / Correct-Score consistently with the 1X2 anchor.

We do not let the AI invent probabilities from form strings alone — that has been tried in v1 of this project and lost to the market consistently. The market is a real-money prediction aggregator with billions of dollars of volume; it is the strongest baseline available. Our job is to translate it, not beat it.

Every pick we generate is logged. Once the match finishes, an automated job marks it won or lost. Go to /predictions to see the full track record — wins, losses, hit rate, current streak. Nothing is cherry-picked.

Bookmaker ratings

Each sportsbook on our /bookmakers page is rated 0-10 across five axes: odds quality, market depth, live-streaming, payout speed, customer support. The overall score is an unweighted average.

Ratings are revised at least once per quarter against fresh testing. They reflect product quality, not the commission rate the bookmaker pays us — affiliate terms have no influence on ordering.

Data sources

• sportsrc.org v2 — fixtures, scores, lineups, standings, head-to-head, incidents (goals/cards/subs).
• cpservm.com Marketing API — live odds + affiliate event feeds for 22bet, Betlabel, MegaPari, Spinbetter, WinWin.
• Cloudbet sports-api + Tonybet public feeds — odds enrichment.
• betbrothers.football — embedded standings & fixtures widgets for leagues with deep coverage.
• Anthropic Claude — match-preview narrative generation only (not probability generation, see above).
• YouTube oEmbed — highlight-clip liveness verification.

Editorial standards

• Independence: bookmaker rankings reflect product quality, never commission size. Affiliate disclosure is on every page that links to a sportsbook.
• Transparency: the prediction history at /predictions is append-only. We do not delete losing picks. The current hit rate is whatever the data says it is.
• Source attribution: every odds row, standings widget and highlight clip is sourced from the providers listed under Data sources above. We do not republish proprietary data without licence.
• Corrections: when we publish factual errors — wrong scores, mis-stated bonus terms, broken affiliate links — we correct them as soon as we are aware and date the change.
• Conflicts of interest: none of our writers hold equity in any of the sportsbooks we review.
• Responsible gambling: every page that promotes a sportsbook includes the 18+ disclaimer and a link to self-help tools. We do not target underage users or run aggressive deposit-push creatives.