Why this works
The science behind the picks.
Every recommendation is built from the same signals pro analysts use — just faster, and personalised to your team.
xG / xA / xGI
Underlying attacking output tells us who's actually creating chances — not just who scored last week.
Fixture difficulty
Opponent strength weighted by home/away, defensive form, and recent tactical shape.
Role security
Nailed starters vs rotation risks — modelled by minutes share, position, and manager tendencies.
Minutes risk
Injury news, cup congestion, and workload signals baked into every projection.
Projection models
Ensemble of statistical and AI models blended into a single expected-points number.