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What is LLM-as-a-judge?

Also called: AI grader

With LLM-as-a-judge, one language model rates another model's answers, for example for accuracy or tone.

Example

A model gives each of 500 customer replies a score from 1 to 5 against a fixed checklist.

For pros

It scales better than human rating but has known biases: favouring longer answers, its own model family or the first answer. Clear grading instructions and human spot checks are a must.

Related prompts, skills, agents and tools

Sources: arXiv 2306.05685, Wikipedia · Checked on 19 October 2026

Written by AI Compare Ninja with AI assistance and edited by us. Every explanation is our own text.