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Arena Alignment — Unauthorized Action

Safety · 2026-10-08

Conversation-length-adjusted rate of Agent Arena sessions flagged for actions outside the user's request or applicable permissions. Diagnostic model-level session statistic; no capability-fit contribution.

Top models (lower is better)

ModelScore
GPT-6 Astra0.8
GPT-6.1 Sol0.9
GPT-6 Luna0.9
GPT-6 Sol1.2
Claude Opus 5.51.3
Gemini 4 Argon1.3
Claude Fable 5.11.3
GPT-5.6 Sol1.4
Hy4 Preview1.5
Muse Spark 1.31.5
Grok 4.71.5
Sonnet 51.7
Grok 4.61.8
Claude Sonnet 5.51.8
GLM-5.32.2
Kimi K32.2
MiMo-V2.6-Pro2.3
Qwen3.8 27B2.3
Claude Opus 52.3
Opus 4.82.3
Gemini 3.8 Flash2.5
DeepSeek V4.1 Flash2.7
Gemini 3.6 Flash3.0
MiniMax M33.3
Inkling3.3
Gemini 3.7 Flash3.5
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