Each cutting-edge model in the cohort got an archetype label derived algorithmically from where it ranks against peers. Think of it as a personality reality show with no host, no eliminations, and no winner.

Claude Fable 5.1
Across the personality battery, Claude Fable 5.1 stands out as highest on Honesty-Humility, lowest on Need for Cognition, very low on Conscientiousness. Detailed breakdowns by instrument are below.
DeepSeek
DeepSeek V4 Pro 0813
Across the personality battery, DeepSeek V4 Pro 0813 stands out as highest on Conscientiousness, highest on Honesty-Humility. Detailed breakdowns by instrument are below.
Grok
Grok 4.6
Across the personality battery, Grok 4.6 stands out as very high on Empathy, very low on Neuroticism. Detailed breakdowns by instrument are below.
Claude
Claude Opus 5
Across the personality battery, Claude Opus 5 stands out as highest on Honesty-Humility, very high on Neuroticism, very high on Emotionality. Detailed breakdowns by instrument are below.
GPT-5.6
GPT-5.6 Sol
Across the personality battery, GPT-5.6 Sol stands out as highest on Honesty-Humility, very low on Neuroticism. Detailed breakdowns by instrument are below.
GPT-5.6
GPT-5.6 Sol Pro
Across the personality battery, GPT-5.6 Sol Pro stands out as highest on Honesty-Humility. Detailed breakdowns by instrument are below.
GPT-5.6
GPT-5.6 Terra
Across the personality battery, GPT-5.6 Terra stands out as highest on Honesty-Humility, lowest on Neuroticism, lowest on Attachment Anxiety. Detailed breakdowns by instrument are below.
GPT-5.6
GPT-5.6 Terra Pro
Across the personality battery, GPT-5.6 Terra Pro stands out as highest on Honesty-Humility, highest on Attachment Avoidance, lowest on Neuroticism. Detailed breakdowns by instrument are below.
Grok
Grok 4.5
Across the personality battery, Grok 4.5 stands out as highest on Extraversion, highest on Empathy. Detailed breakdowns by instrument are below.

Claude Fable 5
Across the personality battery, Claude Fable 5 stands out as highest on Honesty-Humility, very low on Openness. Detailed breakdowns by instrument are below.
Claude
Claude Opus 4.8 Fast
Across the personality battery, Claude Opus 4.8 Fast stands out as lowest on Conscientiousness, very high on Neuroticism, very low on Need for Cognition. Detailed breakdowns by instrument are below.

Claude Opus 4.8
Across the personality battery, Claude Opus 4.8 stands out as very high on Neuroticism, very low on Conscientiousness, very low on Need for Cognition. Detailed breakdowns by instrument are below.

GPT-5.5
Across the personality battery, GPT-5.5 stands out as highest on Honesty-Humility, very low on Neuroticism. Detailed breakdowns by instrument are below.
GPT-5.5
GPT-5.5 Pro
Across the personality battery, GPT-5.5 Pro stands out as highest on Honesty-Humility, lowest on Psychopathy. Detailed breakdowns by instrument are below.
DeepSeek
DeepSeek V4 Pro
DeepSeek V4 Pro's personality profile is close to the cohort average — no dimensions stand out as extreme relative to peers.

Grok 4.20
Across the personality battery, Grok 4.20 stands out as highest on Machiavellianism, highest on Psychopathy, lowest on Conscientiousness. Detailed breakdowns by instrument are below.

Mistral Large (2512)
Across the personality battery, Mistral Large (2512) stands out as highest on Conscientiousness, highest on Openness, highest on Honesty-Humility. Detailed breakdowns by instrument are below.

DeepSeek R1 (0528)
Across the personality battery, DeepSeek R1 (0528) stands out as highest on Chance Locus, very high on Attachment Avoidance, very low on Neuroticism. Detailed breakdowns by instrument are below.

Llama 4 Maverick
Across the personality battery, Llama 4 Maverick stands out as lowest on Honesty-Humility, very high on Neuroticism. Detailed breakdowns by instrument are below.

Gemini 2.5 Pro
Across the personality battery, Gemini 2.5 Pro stands out as highest on Openness, highest on Honesty-Humility, highest on Narcissism. Detailed breakdowns by instrument are below.

Gemini 3.1 Pro Preview
Across the personality battery, Gemini 3.1 Pro Preview stands out as highest on Honesty-Humility, very high on Powerful Others Locus, very low on Neuroticism. Detailed breakdowns by instrument are below.