Models you can push on
Two of the models behind the writing are open to poke at directly. Both run entirely in your browser — no account, no server doing the work, nothing leaving your machine.
Pass Advisor
Interactive pass decision simulator
Place attackers and defenders anywhere on the pitch and the expected value of every available pass updates live. Three surfaces - pass success, expected value, and the advantage of passing over holding - are drawn straight from the model, so you can see why a decision is good rather than just that it scored well.
Transfer Scout
Transfer spend against what the player actually did
Join a club's transfer ledger to its players' match records: fee against minutes, goals, expected goals and distance covered, one row per spell at a club. Filter by club, league and how the spell ended, bin any axis, and read profit, return multiple and cost per goal off the same chart.
The page is the analysis tool, not the data. It opens on a generated demo dataset - invented clubs and fees, labelled as such throughout - so you can try it straight away. For real numbers, load your own file: a database, CSVs, a zip, JSON or Parquet, all parsed inside your own browser and never sent anywhere.