BALLADEX
Balladex / Methodology / Ranking model
Ranking model

How Balladex ranks players all-time

One score — career production, peak season, accolades and longevity — ranks every player. What changes between sports is not the method but how far back the data honestly reaches.

Describes lib/goat.js + lib/players.js

What it measures

A single sport-aware score combining four things: career production, peak season, accolades won, and longevity. The same score drives the all-time ladders, the positional boards and the star power shown on the homepage, so a player cannot rank highly in one place and vanish in another.

The honest data window

This is the part worth reading before citing any ranking here, because the two sports are not equivalent and Balladex does not pretend they are.

Because of that gap the NFL boards are never labeled "all-time" or "greatest ever" anywhere on the site. They are described as modern-era production leaders, which is what they are. A ranking that called Patrick Mahomes the greatest quarterback ever on the strength of data starting in 2005 would be worthless, and worse, it would be misleading.

SportWindowWhat the board actually is
NBA1946–presentA true all-time board. Seasons and accolade data reach back far enough to support the claim.
NFL2005–presentA modern-era production board. The data begins in 2005 and carries almost no historical accolades.

What this is not

Not a verdict, and not a consensus. It is one transparent model with its weights and its window stated. Reasonable people rank players differently; the value here is that you can see exactly what this ranking rewards.

Common questions
How does Balladex rank the greatest players of all time?

By a single sport-aware score combining career production, peak season, accolades and longevity — the same score used for the positional boards and homepage star power.

Why doesn't Balladex have an all-time NFL ranking?

Because its NFL data begins in 2005 and holds almost no historical accolades. Balladex publishes a modern-era production board instead and never labels it all-time, since a ranking built on twenty years of data cannot honestly describe a hundred-year sport.

Where this model is used. GOAT ladder. Every figure it produces is labeled a model estimate on the page that shows it.