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ManagerZone Player RoleFit Lab

直接答案： compare a player across seven roles with transparent contributions, a weak-link penalty and a youth-first next training lane.

全部工具
Truth boundary: this is a versioned, testable role prior—not the hidden ManagerZone engine formula. Use scores only within comparable roles and contexts.
隐私: Skills are processed only for this response. POST keeps them out of the result URL; the response is marked no-store.

01 · CONTEXT

Role, age and readiness evidence

02 · VISIBLE BALLS

输入当前完整技能球数

03 · PROVEN MAXED LANES

Exclude only explicit maxings

方法

65% average + 35% bottleneck

Each role uses a visible weight matrix. A negative-power mean penalizes weak links that a plain MZLive-style weighted average can hide. Set plays remain a separate specialist score.

EVIDENCE

PRIOR_ONLY until better validation

The current club dataset has thousands of player-match rows but too few independent players per exact role to learn stable engine weights. Future promotion requires time-blocked and leave-one-player-out validation.