FPL Lens
Data Clubhouse
Prediction-led fixture analysis for serious FPL planning
Live prediction feed|Fixture ticker, match center, and model comparison in one system
ML review
Every played match, graded.
Gold means exact score, green means the result was right, red means the model got the outcome wrong. Confidence is shown beside every call so you can see where the model was bold versus uncertain.
Season
Reviewing only true archived pre-match ML predictions. Retro validation rows are excluded from this page.
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