Free Engineering Workbench calculator

Pairwise win rate

Compare two models or prompts from head-to-head judgements, with confidence.

Open Pairwise win rate in the live, interactive calculator — type your numbers, see the result instantly.

Open live calculator →
AI evaluation

How it's worked out

  • Win rate = (wins + ties ÷ 2) ÷ judgements; Wilson interval. Sign test ignores ties
  • Judgements independent; same prompt set for both
NoteRandomise which side each answer appears on; judges, human or model, favour position and length.

Source: Zheng et al., Judging LLM-as-a-judge (MT-Bench, Chatbot Arena, 2023)

Need help acting on this number?

VVnT SeQuor's AI Testing & Evaluations practice helps teams turn this metric into a plan.

Talk to us →

Related calculators