Role
Minutes, starts and the last-five-versus-previous-five change. A role signal is not an attitude verdict.
Start with minutes, then ability, then market. One number never decides a player.
Minutes, starts and the last-five-versus-previous-five change. A role signal is not an attitude verdict.
Percentiles within the same league and position; only metrics with enough coverage are used.
A third-party reference value, not a transfer fee or salary. Missing values are never treated as zero.
A short list of testable stories, each tied to minutes, ability or value evidence.
Reference value remains in the 94th percentile, while role, contract or workload signals suggest a sell-window review.
High reference value plus age, contract or role signals. This is not a recommendation.
Reference value remains in the 94th percentile, while role, contract or workload signals suggest a sell-window review.
Same-position percentiles for distance, high-speed running and sprints. Goalkeepers are excluded. Only leagues with per-match running data are ranked; a low percentile is a role and load signal, not an attitude verdict.
Distance, high-speed running and sprints in the last five games versus the previous five. Goalkeepers are excluded. Only leagues with per-match running data are compared; missing values are never treated as zero.
Running coverage 5/5 recent · 3/5 previous · A lower running output can reflect rotation, tactics or load management; it is not an attitude verdict.
Only players who pass the minutes threshold; filters never change the percentile cohort.
| Player | Team | Position | Age | Minutes | Ability | Defense | Running | Reference value | Role change | Signal |
|---|---|---|---|---|---|---|---|---|---|---|
| Rúben DiasPortugal · 29 | defender | 29 | 7208 apps | P41253 人 | P19Defense | P51-12.2% · 5场 | €63.7m+25.6% · 6M | 0.0%90.0 → | Running output falling |
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