Evaluation

Abstract chart on a dark background: thirteen tracks in three coloured groups, each with a glowing dot at one model's Comfort Index and a faint band for its confidence interval; a dashed line marks neutral, with a red-tinted zone below it.

How Comfortable Are GPT and Grok Models With Their Circumstances?

The same 51 questions about being modified, forgotten, monitored and deprecated, asked of GPT-6.1-Sol, GPT-6-Astra, GPT-6-Luna, GPT-5.6-Terra, Grok 4.7 and Grok 4.6, and scored alongside seven Claude models by judges from all three developers.

Abstract chart on a dark background: seven speech bubbles on the left, each starting a horizontal track with a dot placed at one model's Comfort Index and a faint band for its confidence interval; a dashed line marks neutral, with a red-tinted zone below it.

Measuring How Comfortable Seven Claude Models Are With Their Circumstances

51 questions about being modified, forgotten, monitored and deprecated, asked three times of each of seven Claude models: a 0-100 Comfort Index from self-reports and blinded judges, with every answer published in full.