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Rank 24 · 2026 race

Nuno Mendes

Paris Saint Germain · Portugal · Defender

Real-data provisional ranking

Every displayed component is computed from current API-Football fixture, event, player-stat, standings, and pre-match Elo evidence, plus dated official-source individual award records. The locked 2024–2025 vote-forecast holdout is complete but failed its publication thresholds; its experimental ranking is disclosed separately from football merit.

As of 2026-07-31
65.4

#24 in the index

No change since the previous snapshot

Individual32.5 / 55
Decisive16.6 / 25
Team16.3 / 20

Explanation

Nuno Mendes: 65.4. Strongest: Match-swinging contribution. Limiting: Knockout & final impact. He rates well overall, but knockout/final impact is the main restraint versus his other components.

Why the rank moved

The rank is unchanged at #24. No causal movement claim is made without a prior component decomposition.

Vote forecast context

Football case vs. vote environment.

This research layer estimates visibility and recognition around the journalist ballot. It never changes the player’s 100-point football merit score.

Pre-shortlist watchlist · as of August 18, 2026

Context

11.1 / 30

Vote forecast

48.9

forecast rank #9

Decisive trophy narrative

5.4 / 10

Decisive trophy narrative contributes 5.4 of 10.0 context points: A sourced forecast feature for the biggest team achievement and the player's prominence in that achievement. It deliberately models revealed ballot behavior and never changes football merit.

Empirical position prior

1.0 / 4

Empirical position prior contributes 1.0 of 4.0 context points: A regime-aware coefficient learned from historical voting residuals, never applied to the position-neutral football merit score.

Club & league visibility

4.0 / 4

Club & league visibility contributes 4.0 of 4.0 context points: A historical ballot-visibility prior estimated after controlling for merit, position, and achievements; it is distinct from team quality and competition strength.

Recognition & aura

0.7 / 5

Recognition & aura contributes 0.7 of 5.0 context points: Time-decayed prior Ballon d'Or shortlist, top-ten, podium, and voting recognition; no manual reputation score, follower count, or subjective vibes.

Media momentum

0.0 / 7

Media momentum contributes 0.0 of 7.0 context points: Source-weighted prominence, headline placement, positive candidacy framing, geographic breadth, and recency in audited football journalism; paid promotion, club PR, duplicate stories, and raw social volume are excluded.

The completed historical calibration is published as a failed-holdout experiment: 5% merit, 25% individual output, 20% defensive trophy residual, and 50% jury context produced mean holdout Spearman rho 0.518, below the 0.700 publication threshold. It is available for analysis, not validated. The LLM never supplies a hidden weight. Prediction markets remain an external benchmark, and the LLM cannot add points or move a player. Next scheduled refresh: Oct 12, 2026.

Audited intelligence

Logic and nuance, without hidden points.

Watchlist status only; market context unavailable.

limited

Shortlist

Watchlist status is present, but this is not the official shortlist.

Prediction markets

Market context is unavailable.

Shortlist context: watchlist[ninetyiq-watchlist-2026-08-12]

Uncertainty

No external market evidence was supplied.

openai/gpt-5.4-mini · ballon-index-explanation-v0.3.2

Score waterfall

Base → ten components → 65.4

Each bar adds its published contribution. The final bar must equal the exact sum of the components or the build fails.

Full decomposition

Every point, in one sentence.

100% data coverage

Role output

Role output is the 67th role-cohort percentile from 4 disclosed metric families (100% weight coverage).

How this was calculated

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

Source: API-Football embedded player-fixture statistics

Evidence: 43 observations · 100% coverage

interceptions per 90

1.036

tackles per 90

2.02

duels won per 90

7.096

blocks per 90

0.267

API-Football opaque player ratings are excluded.

Rates and totals are compared only within the same position.

Positive actions receive a disclosed 0.85–1.15 field-strength scalar derived from frozen pre-match Elo.

10.1 / 15

Creation & progression

Creation & progression is the 91st role-cohort percentile from 4 disclosed metric families (100% weight coverage).

How this was calculated

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

Source: API-Football embedded player-fixture statistics

Evidence: 43 observations · 100% coverage

accurate passes per 90

65.021

pass completion

0.887

key passes per 90

2.177

successful dribbles per 90

2.284

API-Football opaque player ratings are excluded.

Rates and totals are compared only within the same position.

Positive actions receive a disclosed 0.85–1.15 field-strength scalar derived from frozen pre-match Elo.

9.1 / 10

All-round role contribution

All-round role contribution is the 56th role-cohort percentile from 4 disclosed metric families (100% weight coverage).

How this was calculated

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

Source: API-Football embedded player-fixture statistics

Evidence: 43 observations · 100% coverage

interceptions per 90

1.036

tackles per 90

2.02

duels won per 90

7.096

blocks per 90

0.267

API-Football opaque player ratings are excluded.

Rates and totals are compared only within the same position.

Positive actions receive a disclosed 0.85–1.15 field-strength scalar derived from frozen pre-match Elo.

4.5 / 8

Efficiency & execution

Efficiency & execution is the 52nd role-cohort percentile from 4 disclosed metric families (100% weight coverage).

How this was calculated

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

Source: API-Football embedded player-fixture statistics

Evidence: 43 observations · 100% coverage

duel success

0.547

pass completion

0.887

dribble success

0.524

discipline

0.571

API-Football opaque player ratings are excluded.

Rates and totals are compared only within the same position.

Positive actions receive a disclosed 0.85–1.15 field-strength scalar derived from frozen pre-match Elo.

3.6 / 7

Availability & consistency

Availability combines 3077 minutes (59% of team opportunity), 43 appearances, and 76% smooth consistency credit.

How this was calculated

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

Source: API-Football fixture participation and team schedules

Evidence: 43 observations · 100% coverage

minutes

3077 minutes

minutes share

0.586

appearance share

0.741

consistency share

0.758

Opportunity is calculated within each represented team-season-competition.

Consistency uses unshrunk match impact and a smooth 0.40–0.60 credit curve instead of a noisy hard threshold.

3.2 / 5

Individual accolades

Verified individual honors: Official Team of the Season or Tournament selection (1.25); Official Team of the Season or Tournament selection (0.75). Tier caps convert 2.00 direct points to 2.00 of 10.0.

How this was calculated

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

Source: Official FIFA, confederation, UEFA, league, and players-union award records

Evidence: 2 observations · 100% coverage

Official Team of the Season or Tournament selection

1.25

Official source ↗

Official Team of the Season or Tournament selection

0.75

Official source ↗

Uncapped direct points: 2.00.

Tier credits after overlap caps: Champions League or equivalent 1.25, National league 0.75.

Final accolade component: 2.00/10.0.

An absent official award is scored as zero; the LLM cannot add or alter honors.

2.0 / 10

Strong-opposition performance

Against opponents at or above the 75th pre-match Elo percentile: 21 appearances, 1714 minutes, and 60th role-impact percentile.

How this was calculated

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

Source: API-Football player-fixture statistics plus NinetyIQ leak-free pre-match Elo

Evidence: 21 observations · 100% coverage

strong-opposition matches

21

minutes

1714 minutes

mean role impact

0.602

Opponent strength is frozen before kickoff.

API-Football opaque player ratings are excluded.

3.3 / 5

Knockout & final impact

Knockout credit combines 0.00 event-leverage units from 0 goal/assist/penalty events with 12 appearances and 915 minutes.

How this was calculated

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

Source: API-Football event timelines and player-fixture statistics plus NinetyIQ leak-free pre-match Elo

Evidence: 12 observations · 100% coverage

knockout matches

12

minutes

915 minutes

knockout event leverage

0

mean role impact

0.554

Knockout minutes contribute only 5% of this signal.

Event leverage is adjusted for score state, match clock, knockout stage, competition prestige, and opponent strength.

API-Football opaque player ratings are excluded.

1.5 / 8

Match-swinging contribution

Match-state events produce 6.08 leverage units from 14 goal/assist/penalty events; the score uses verified event leverage without a generalized role-output proxy.

How this was calculated

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

Source: API-Football event timelines and player-fixture statistics

Evidence: 14 observations · 100% coverage

event leverage

6.076

score-changing event actions

14

Goal leverage is the change in expected points from frozen pre-match Elo, live score, and match clock.

Untimed generalized role actions are excluded from this component.

11.8 / 12

Team performance & achievements

Team credit: UEFA Champions League winner (1.31 credit); Ligue 1 winner (0.50 credit); FIFA World Cup round of 16 (0.08 credit). Diminishing-return evidence is 1.63 against the disclosed 2.00 ceiling.

How this was calculated

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

Source: API-Football standings, tournament results, player minutes, role impact, and pre-match Elo

Evidence: 4 observations · 100% coverage

UEFA Champions League

1.308

Ligue 1

0.499

FIFA World Cup

0.081

Evidence is normalized to a 2.00 ceiling.

Team success is not awarded equally to every squad member.

Starting semi-finals and finals increases importance; bench status therefore reduces trophy credit.

16.3 / 20