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Expected points

4 posts tagged “Expected points”.

4 August 2026 · 5 min read

FPL is a skill game — the evidence, and what not to learn from champions

Multi-season research says the same managers finish high at rates chance can't produce. Here's the proof the process matters, the survivorship traps in every champion interview, and the rank-context rule that ties it all together. Part three of three.

24 July 2026 · 4 min read

Expected points without the false precision

xPts is most useful as a comparison tool, not a promise. Here is how to read the number, the gap between players, and the uncertainty underneath.

23 July 2026 · 3 min read

How SmartPlay picks a captain — and why your mini-league changes the answer

Most captain advice hands everyone the same name. The right pick depends on expected points and where you sit in your mini-league. Here's how the model reasons about both.

22 July 2026 · 4 min read

When is a transfer actually worth four points?

A hit is not simply incoming xPts minus four. The real comparison includes the player you sell, the planning horizon, captaincy, and the value of waiting.

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