How GIQ rankings work
Projection, profile quality, league translation and market independence.
First-party analysis from GridironIQ's own 2026 ranking dataset. These pages explain what changes the board, where format differences come from, and how GIQ separates model opinion from user preference.
Projection, profile quality, league translation and market independence.
What PPR, Standard, league size and league type actually change.
A 12-team vs 14-team comparison using the same 2026 projections.
See how the quarterback board moves when passing touchdowns are worth more.
Actual rank movement from reception scoring.
Why age, durability and role horizon change asset value.
Why the generic Keeper board stays Redraft-first.
The scarcity double-counting problem and format differences.
How to read likely range without treating it as a guarantee.
The current top of the 12-team PPR board.
The current top of the Dynasty board.
Learn your preferences without changing True GIQ.
GIQ Research is not a generic fantasy-news feed. It documents the model itself with data from the boards users can open on the site. When GIQ says a scoring rule or league size changes value, these pages show concrete players and rank movement from the same certified dataset.
For live decision-making, use the interactive rankings. For the full model framework, read the GIQ methodology.
Research notes are tied to a named certified dataset rather than written as timeless generic advice. When a future ranking release materially changes the board, the underlying examples can be refreshed so the explanation continues to match the product a visitor is using. The publication date and dataset label make that relationship visible.
The goal is also to document disagreements, not erase them. Outside rankings may be used after the model as a quality-control alarm, but they do not become an input to True GIQ. If a market comparison exposes a structural problem, GIQ changes the universal formula and reruns the full board instead of manually moving one player. That is why the research section focuses on repeatable concepts such as scoring, scarcity, age horizon and projection uncertainty.