The panel

Ten judges. No two agree.

Every debate on ArguFight is scored by a panel of three judges drawn from ten named personas — each with a published paradigm. They disagree by design.

Read what wins and loses in front of each one, then adapt. Same as reading a paradigm before a round.

The judges comment on argument quality only and hold no position on any topic. Panels are recalibrated against a benchmark; a judge that drifts more than ±0.3 is retuned.