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BlogHigh credibilityAnthropic · Anthropic · November 1, 2025

Protecting the wellbeing of our users

Our summary

Anthropic reports that Claude Opus 4.5, Sonnet 4.5, and Haiku 4.5 each scored 70-85% lower than Opus 4.1 on both 'sycophancy' and 'encouragement of user delusion,' as measured by an automated behavioral audit where one Claude instance role-plays concerning scenarios across many turns and another grades the transcript.

Why it matters

A rare case of a vendor publishing its own sycophancy regression-testing methodology and results across model releases — exactly the kind of vendor-acknowledged data point worth tracking distinctly from independently reproduced findings.

Cited by these methods

Published July 14, 2026

Cite this

Qlarify Labs. (2026). Protecting the wellbeing of our users. Retrieved from https://labs.qlarify.fi/references/anthropic-protecting-wellbeing-sycophancy-metrics-2025