Football Lab: Interactive Tools for Predicting and Analysing Football
Two hands-on football tools built on the same value-first thinking as the rest of the site. Predict the run-in with a live supercomputer, or read a match on expected goals rather than the scoreline.
Last updated: July 15, 2026
Two hands-on football tools
Premier League Supercomputer
Click the remaining fixtures and watch the table recompute, then run 10,000 season simulations with your own team-strength sliders.
Run the supercomputerxG Match Lab
Interactive shot maps of eight famous matches, a minute-by-minute replay, and a season luck table that re-ranks points against expected points.
Open the xG labThe Football Lab is where this site turns football into something you can prod, replay and argue with. Everything here is free, runs entirely in your browser and needs no account, because the data is bundled in rather than fetched from a server. The two tools sit alongside the betting tools as the analytical half of the site: the calculators price a bet, and the lab reads the football behind it. For the markets these ideas feed into, the football betting guide covers where the value tends to sit.
Two tools, two questions
The lab holds two tools that pull in opposite directions in time. One looks forward and asks how a season is likely to finish. The other looks back and asks whether the results we already have were actually deserved. Reading a season through both is more honest than trusting either on its own, because a table only ever tells you what happened, never how close it came to happening differently.
The Premier League supercomputer
The Premier League supercomputer is really two things stacked together. First it is a live what-if table: click a result for any remaining fixture and the standings recompute on the spot, so you can trace exactly where a win, a draw or a defeat sends each club. Then it becomes a season simulator. Press run and it plays out every unplayed match ten thousand times, using team-strength ratings, a home-field edge and a realistic draw rate, and reports the share of those seasons in which each side wins the title, makes the top four or goes down. Your picked results stay fixed in every run, and the strength sliders let you build a version of the model you believe in. It is the tool to reach for when the question is about what might happen next.
The xG match lab
The xG match lab works the other way round, using expected goals to grade chances rather than count them. It reconstructs the shots from eight famous matches, plots each one on a pitch and sizes it by how likely it was to be scored, then lets you replay the chances minute by minute to watch the xG race unfold. A season table reranks the Premier League on expected points, separating the teams that earned their position from the ones that rode their luck. Where the supercomputer deals in probability, the xG lab deals in performance, and the two together give a fuller reading than a scoreline ever can.
Why the lab follows a value-first idea
This site ranks sportsbooks on the price behind a market rather than the size of a bonus, and the same thinking runs through the lab. A model that says a team has a 60 percent chance of winning is only useful next to the odds a book is offering on it, and a result that looks convincing on the scoreboard may look fortunate on the shot map. Both tools exist to sharpen the gap between what seems true and what the numbers support, which is exactly the gap the betting tools and the football betting guide are built to close.
None of this is betting advice. The models are deliberately simple, the ratings and xG figures are our own estimates, and real football is full of things no simulation captures. Treat the lab as a way to think more clearly about a game you already follow, not as a shortcut to a winning bet, and never stake more than you can afford to lose.
The Football Lab: common questions
What is the Football Lab?
The Football Lab is a small set of interactive tools for reading football through numbers rather than headlines. Right now it holds two: a Premier League supercomputer that predicts the table and simulates the rest of the season, and an xG match lab that maps the shots from famous games and reranks a season on expected points. Both are built on the same value-first thinking as the rest of the site.
Is the Football Lab free, and do I need an account?
Everything here is free and there is no sign-up, no download and no paywall. Each tool runs entirely in your browser with its data bundled in, so nothing you do is sent to a server and nothing is stored about you. Open a tool and it works straight away, on a phone, tablet or desktop.
How does the supercomputer differ from the xG lab?
They answer different questions. The supercomputer looks forward: it asks how the season is likely to end, by simulating every remaining fixture thousands of times. The xG match lab looks back: it asks whether results were deserved, by measuring the quality of the chances each team created. One is about probability, the other is about performance.
Is anything in the lab betting advice?
No. The tools are for analysis and curiosity, not tips. Models simplify a messy game and cannot see injuries, form or luck coming, so treat every percentage and every xG figure as an estimate rather than a signal. If you do bet, only ever stake what you can afford to lose, and remember that the price on offer matters as much as the chance of an outcome, which is the whole point of our betting tools.
What data do the tools use?
Both draw on real Premier League 2025/26 data, bundled in at build time rather than pulled live. The supercomputer uses team ratings and the season's fixtures and results; the xG lab uses hand-reconstructed shot data for eight historic matches plus public season aggregates. The xG values come from our own model, not an official provider, and we say so clearly on the tool itself.