Methodology
How AIWB collects and reports writing preferences.
Native, language-specific tasks
Each comparison uses one reviewed writing prompt and two pre-generated responses in the selected language. No model runs on the public server.
Blind human comparisons
Model names are hidden while a visitor compares response A with response B. The display order is stable for that visitor and recorded with the vote.
Votes and exclusions
A better, B better, tie, and both bad count toward the human results. Bug or invalid and skip are recorded but excluded; both bad gives both models a loss.
Provisional, separated results
AI-judged pairwise duels determine the provisional main ranking. Human votes form an independent signal; the two channels are reported separately and never merged.