Scoring guide

How Ballon d’Or Race ranks players

Ballon d’Or Race asks a specific question: how much above-baseline match performance has a player accumulated against the opponents and in the competitions we include? It is a transparent scoring model, not the official Ballon d’Or vote. A high score means a strong result under these chosen rules; it is not proof that every relevant part of a player’s season has been measured.

Start with the match rating

PitchAPI supplies league and Champions League ratings; Highlightly supplies the selected cup ratings. We subtract a baseline of 6 and set any negative result to zero. A 6.0 rating contributes nothing, a 7.0 rating produces one rating point, and an 8.0 produces about 2.83 after applying the exponent. The exponent of 1.5 rewards stronger performances more sharply than a straight subtraction. It also means that averaging ratings before applying the formula would produce a different result.

Separate performance from context

Only the rating points are multiplied by opponent strength, league weight and match importance. The latest saved ClubElo observation strictly before the match is used where available; ratings more than 120 days old use the neutral fallback. These opponent adjustments describe the team faced, not the player’s own club. The league weights are Ballon d’Or Race’s editorial settings, not an official coefficient or a statement that every match in one league is harder than every match in another.

Why goals and assists have no extra bonus

We show reported statistics to make a performance easier to inspect. They are not an explanation of the provider’s proprietary rating formula. Goals, assists and other actions may already affect that rating, so this version avoids automatically rewarding them a second time. Accurate passes and defensive actions are context, not extra points.

What missing data does

A missing rating is estimated only when positive playing minutes are known and the player has an observed average within the included competitions. Estimated appearances are labelled. An unused player does not receive the season average, and a missing statistic is not converted into a reported zero. A missing rating with unverified participation contributes no match points. Read the current coverage report before comparing players with different amounts of available data.

Why playing more still matters

The season score is a sum, so additional above-baseline performances can increase it. The baseline and exponent reduce the value of ordinary performances, but do not eliminate the advantage of additional appearances. A player who misses games can still lead through stronger performances; there is no guarantee that a voter would make the same comparison.

How to read the competition filter

Selecting a league or the Champions League recalculates points, average ratings and player positions using only that competition. Returning to All competitions restores the overall table. The default list contains 30 players, while search can find players outside that group.

Model history and independence

The weights were explored using historical seasons and adjusted during development. Matching a past award list is not independent proof of predictive accuracy. This current-season version subsequently removed additional stat bonuses and season-balance adjustments. It excludes international matches and cup matches outside the partial preview, and therefore does not reproduce the full official award assessment.