Customer-support agent benchmark scores 17 models with five judges: GPT-5.4 wins everywhere, judges agree only moderately
A 500-scenario zero-shot benchmark built from real customer-support transcripts scores 17 models with five independent judges, and GPT-5.4 ranks first under every judge while judges agree only moderately on pass/fail.