Amazon Bedrock’s LLM-as-a-Judge: Automate AI Evaluation with Nova Lite + Claude
Darla Sumanting2026-01-11T12:40:00+00:00Evaluating your LLM’s quality should not cost you too much money or even weeks of your time. You’re probably stuck in a limbo of choosing between two options that have their own drawbacks: Automated metrics like BLEU, ROUGE and accuracy scores? Sure, they are quite fast and cheap, but they ultimately fall short in judging real conversations. Since they simply match word patterns, they're not a good fit for open ended responses simply because they can't tell if they actually understood the question or its tone. As for human reviewers, they do get it right. They captured the context/subtlety [...]
