Pre-match predictions for every World Cup 2026 knockout fixture — projected scoreline, match result, goal totals, and tip strength. Generated by our Ridge model, updated live, and reviewed by analysts before publish.
Launch Agility PicksOpens the live app — sign in with your own analyst account.
Agility Picks generates a pre-match prediction for every World Cup 2026 knockout fixture — projected scoreline, match result (win, draw, or loss), goal totals, and a tip-strength/confidence rating — and refreshes them automatically as the pipeline runs.
A predicted final scoreline for every World Cup 2026 knockout fixture.
Win, draw, or loss projection for each tie, not just a single number.
Projected goal totals plus a confidence / tip-strength score per match.
Predictions update automatically as the data pipeline runs ahead of each fixture.
Predictions come from a Ridge regression model fed by a live data pipeline, scored for confidence, and checked by a human expert before they go live.
A Ridge regression machine-learning model trained on historical match data produces each prediction.
An auto-updating pipeline feeds fresh data in and refreshes predictions live from the backing database.
Every fixture is scored for confidence and tip strength so you can filter to the strongest calls.
Authorized analysts review and adjust each match’s predicted outcome before it is published.
Authorized analysts can filter fixtures (all, high-only, or medium-plus) and sort by date, tip strength, or confidence, then adjust any predicted outcome before it is published.
Agility Picks is built by the same team behind our sports analytics and prediction work. See how we build production sports-prediction systems for clients in our sports prediction case study.
Disclaimer: Model estimates for information only — not betting advice.
Common questions about our AI World Cup 2026 prediction product.
Agility Picks is Agility's AI soccer match-prediction product for the FIFA World Cup 2026. For every knockout fixture it generates a projected scoreline, match result, goal totals, and a tip-strength score, served through a live, login-gated web app.
For each World Cup 2026 knockout fixture it predicts the projected scoreline, the match result (win, draw, or loss), goal totals, and a confidence or tip-strength rating. Predictions refresh automatically as the data pipeline runs ahead of each match.
Predictions come from a Ridge regression model trained on historical match data, fed by a live auto-updating data pipeline. Each fixture is scored for confidence and tip strength, and authorized analysts review and adjust the predicted outcome before it is published.
Yes. Authorized analysts can view every fixture and adjust its predicted outcome before publish, with filters for all, high-only, or medium-plus picks and sorting by date, tip strength, or confidence. This expert-in-the-loop step keeps the output sensible.
No. Agility Picks provides model estimates for information only — not betting advice. Predictions are probabilistic and should not be treated as guaranteed outcomes or as a recommendation to place any wager.
Launch the live app to explore projected scorelines, results, and tip strength for every knockout fixture.
Launch Agility Picks