ContentRank v1.0

Changelog

Methodology versions

Current : v1.0 · last updated 2026-05-10.

Each match is scored under a specific methodology version. Bumping the version means a meaningful change in how scores are computed : a re-balanced axis weight, a different concordance formula, a Glicko config change, an axis added or removed. Silent fixes that don't move scores stay un-versioned.

  1. v1.0

    2026-05-10 current
    • · Initial public methodology. 9 quality axes in 3 families (Foundation, Form, Context).
    • · Five verdict labels per axis (A_WINS_CLEARLY, A_WINS_SLIGHTLY, TIE, A_LOSES_SLIGHTLY, A_LOSES_CLEARLY).
    • · Concordance composite : 33% embedding similarity + 33% mean axis relevance + 33% subject-similarity label.
    • · Glicko-2 update per axis, weighted by concordance. Single ContentRank derived from the nine per-axis ratings.
    • · Anti-hallucination check : each cited passage verified against the source text.
    • · Position-bias mitigation : URL matches run twice with A and B swapped.

For the full architecture under any version, read the methodology page.