About Fipster
Fipster is a data-led football site built around a single question: what does the evidence say is about to happen in this match? Recent form, head-to-head history, home advantage, scoring and conceding patterns, and line-up signals feed a statistical model, and the result is a short prediction page anyone can read in under a minute.
Read more about this page →Show less ↑
The numbers come from the model. The prose summary is written by a language model, told to stay consistent with the numbers. Every AI-assisted piece of writing on the site is tagged as such — Fipster does not pretend a model output is the same thing as a journalist's match preview.
Around the prediction surface we publish league pages, team pages, player stats, league-wide analytics, a daily recap of how the model graded its own predictions, and Fantasy Fipster — a game where your manual predictions compete against the model's over a season.
Fipster is operated independently from the United Kingdom. It is not affiliated with any league, club, broadcaster, or betting operator, and nothing on the site is betting advice. Predictions are published for entertainment and analysis. See the Terms of Service for the full disclaimer.
What Fipster does
Fipster covers football across the world’s major leagues and international tournaments. For every fixture we publish an outcome forecast, a written preview, and the underlying form, head-to-head, and player-level context that shaped both. Pages for teams, players, leagues, and rounds tie the same data together so a reader can move from a single match into the broader picture without leaving the site.
How predictions are made
Every prediction starts from real, recent match data. A statistical model produces a probability distribution over outcomes; a separate language model writes the prose summary that you read on the page. We tag every AI-generated piece of writing as such, we don’t pretend a model output is a journalist’s match preview, and we don’t guarantee any prediction is correct — football is too messy and too beautiful for that. Predictions are for entertainment and information; they are not betting advice. See Terms of Service for the full disclaimer.
Who’s behind it
Fipster is built by a small team of avid football enthusiasts. The project started as an experiment in whether a model could really beat a casual fan’s gut feel over a full season — and grew from there into the site you’re reading now.
Feedback
We’re actively expanding league coverage, deepening the prediction explanations, and adding new editorial surfaces. If you spot something that’s wrong, missing, or just badly explained, we want to hear about it — please get in touch via the Contact page.
Credits
AI-generated summaries use models from Anthropic and OpenAI. Editorial content is managed in Sanity. Fipster is operated independently and is not affiliated with any league, club, broadcaster, or betting operator.