Numbers you can cite, data you can check and a straight answer about what AI does here.
Touchline Atlas publishes free football forecasts from a statistical model, tests AI analysts against it in public and locks every forecast before kickoff. Journalists and researchers are welcome to use our numbers and data with a credit and a link.
Since 31 October 2026. Counts update with every data batch.
How to cite our numbers
Our record changes after every batch, so please link to the live source rather than quoting a number on its own:
Overall accuracy and RPS: link to the track record and give the date you checked it.
A single match: link to the match page; its locked forecast and hash never change.
A month in review: link to that month’s report, which has a ready-made quote.
Season predictions: each league’s predicted table has a citation snippet and an embeddable image.
Suggested credit: Source: Touchline Atlas, CC BY 4.0, with a link to the page you used.
Data you can reuse
Every locked forecast as CSV and JSON, with SHA-256 hashes, on the ledger page.
Season forecast tables as CSV and SVG on each league’s predicted-table page.
Licence: Creative Commons Attribution 4.0. Club and competition names are not included in that licence.
1
AI vs statistics, in public
Claude and Codex give their own forecasts for matches in selected leagues. We grade them against the statistical model on the same matches and publish the result monthly.
2
Forecasts you can verify
Each forecast is fingerprinted before kickoff. Anyone can download the file and recompute the hash to prove it was not changed.
3
Free, with no bookmaker money
No paywall, no account and no affiliate links. Misses stay on the page next to the hits.
Name and logo
Our name is Touchline Atlas and our address is thetouchlineatlas.com. Please ask before reproducing the logo; write to [email protected] or use the press form and we will send the current version. When describing us, “an independent football forecasting site” is accurate; we are not a bookmaker, a tipster service or affiliated with any club, league or AI company.
Working on a story?
Ask about our method, the AI-versus-model results or the data. Choose “Press” in the form so it reaches the right person.
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