AI modelsNovember 12, 2026
27
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Google beats Anthropic to decision models
Google introduces Gemini Decision 1, a model that handles classification tasks in a single pass at roughly 200 milliseconds.
#Google#Gemini#Classification#API#Benchmarks

🔥 What happened
Google launched Gemini Decision 1, a model that makes closed-set decisions in a single pass instead of generating text token by token – beating Anthropic to production. It handles up to 1,000 questions per request at $0.10 per million input tokens with 150–250 ms latency.
💡 Why it matters
Scoring choices directly is roughly 5x cheaper than Flash-Lite and returns a confidence score per answer. That's a new primitive for agents: Cloudflare's demo cut six LLM calls to one and 40K tokens to 1.8K by routing fast decisions to a small model.
⚡ Our take
Google's six-week sprint from prototype to API is impressive, but independent evals are mixed – Decision 1 trails Drex Max by 7 points. The real test comes when developers rebuild their agent pipelines around it.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions — when in doubt, read the linked original source.
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