Open source models on top again.
Deepnote tested 12 models in 50 professional situations where an agent must independently decide whether and where to speak up.
DeepSeek V4.1 Flash scored 6.35 out of 10, surpassing
Claude Haiku 5.5 (6.05),
Gemini 4 Argon (5.60) and
Grok 4.7 (4.51).
GPT-6 Astra takes first place with a score of 8.97.
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