J. Kimmich vs K. Kvaratskhelia

J. Kimmich

Role output is the 86th role-cohort percentile from 4 disclosed metric families (100% weight coverage).

weighted mean of position-specific metric percentiles; raw action rates use frozen pre-match field-strength adjustment and ratios use empirical-Bayes shrinkage

K. Kvaratskhelia

Role output is the 95th role-cohort percentile from 4 disclosed metric families (100% weight coverage).

weighted mean of position-specific metric percentiles; raw action rates use frozen pre-match field-strength adjustment and ratios use empirical-Bayes shrinkage

J. Kimmich

Creation & progression is the 82nd role-cohort percentile from 4 disclosed metric families (100% weight coverage).

weighted mean of position-specific metric percentiles; raw action rates use frozen pre-match field-strength adjustment and ratios use empirical-Bayes shrinkage

K. Kvaratskhelia

Creation & progression is the 95th role-cohort percentile from 4 disclosed metric families (100% weight coverage).

weighted mean of position-specific metric percentiles; raw action rates use frozen pre-match field-strength adjustment and ratios use empirical-Bayes shrinkage

J. Kimmich

All-round role contribution is the 48th role-cohort percentile from 4 disclosed metric families (100% weight coverage).

weighted mean of position-specific metric percentiles; raw action rates use frozen pre-match field-strength adjustment and ratios use empirical-Bayes shrinkage

K. Kvaratskhelia

All-round role contribution is the 84th role-cohort percentile from 4 disclosed metric families (100% weight coverage).

weighted mean of position-specific metric percentiles; raw action rates use frozen pre-match field-strength adjustment and ratios use empirical-Bayes shrinkage

J. Kimmich

Efficiency & execution is the 82nd role-cohort percentile from 4 disclosed metric families (100% weight coverage).

weighted mean of position-specific metric percentiles; raw action rates use frozen pre-match field-strength adjustment and ratios use empirical-Bayes shrinkage

K. Kvaratskhelia

Efficiency & execution is the 83rd role-cohort percentile from 4 disclosed metric families (100% weight coverage).

weighted mean of position-specific metric percentiles; raw action rates use frozen pre-match field-strength adjustment and ratios use empirical-Bayes shrinkage

J. Kimmich

Availability combines 4333 minutes (83% of team opportunity), 52 appearances, and 82% smooth consistency credit.

60% minutes share + 15% appearance share + 10% start share + 15% smooth 30+ minute match-impact consistency

K. Kvaratskhelia

Availability combines 2687 minutes (56% of team opportunity), 45 appearances, and 62% smooth consistency credit.

60% minutes share + 15% appearance share + 10% start share + 15% smooth 30+ minute match-impact consistency

J. Kimmich

Verified individual honors: Official Team of the Season or Tournament selection (0.75). Tier caps convert 0.75 direct points to 0.75 of 10.0.

published direct award points; sum within competition tier, apply the tier cap, sum tiers, then apply the 10-point component cap

K. Kvaratskhelia

Verified individual honors: Champions League Player of the Season (4.50); Official Team of the Season or Tournament selection (1.25). Tier caps convert 5.75 direct points to 5.75 of 10.0.

published direct award points; sum within competition tier, apply the tier cap, sum tiers, then apply the 10-point component cap

J. Kimmich

Against opponents at or above the 75th pre-match Elo percentile: 22 appearances, 1925 minutes, and 59th role-impact percentile.

85% minutes-weighted role impact + 15% capped 900-minute volume

K. Kvaratskhelia

Against opponents at or above the 75th pre-match Elo percentile: 20 appearances, 1325 minutes, and 57th role-impact percentile.

85% minutes-weighted role impact + 15% capped 900-minute volume

J. Kimmich

Knockout credit combines 0.81 event-leverage units from 3 goal/assist/penalty events with 10 appearances and 930 minutes.

70% stage- and prestige-weighted event leverage + 25% stage-, prestige-, and minutes-weighted role impact + 5% capped 900-minute prestige volume

K. Kvaratskhelia

Knockout credit combines 7.66 event-leverage units from 10 goal/assist/penalty events with 10 appearances and 761 minutes.

70% stage- and prestige-weighted event leverage + 25% stage-, prestige-, and minutes-weighted role impact + 5% capped 900-minute prestige volume

J. Kimmich

Match-state events produce 5.18 leverage units from 16 goal/assist/penalty events; the score uses verified event leverage without a generalized role-output proxy.

100% expected-points-added goal/assist leverage (65% volume, 35% rate); generalized role output receives no match-swing credit

K. Kvaratskhelia

Match-state events produce 14.81 leverage units from 28 goal/assist/penalty events; the score uses verified event leverage without a generalized role-output proxy.

100% expected-points-added goal/assist leverage (65% volume, 35% rate); generalized role output receives no match-swing credit

J. Kimmich

Team credit: Bundesliga winner (0.66 credit); UEFA Champions League semi final (0.52 credit); DFB-Pokal winner (0.42 credit). Diminishing-return evidence is 1.11 against the disclosed 2.00 ceiling.

finish × prestige × route × participation × importance; credits then receive 1.0/0.6/0.3/0.1 diminishing weights

K. Kvaratskhelia

Team credit: UEFA Champions League winner (1.27 credit); Ligue 1 winner (0.46 credit). Diminishing-return evidence is 1.54 against the disclosed 2.00 ceiling.

finish × prestige × route × participation × importance; credits then receive 1.0/0.6/0.3/0.1 diminishing weights