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Which LLM should run your agentic analytics? Accuracy vs. cost of Claude, Gemini and GPT
Routing analytics tasks to specific models based on complexity balances the high accuracy of Claude Opus with the speed and efficiency of Gemini Flash.
What: The article suggests a tiered routing strategy for agentic analytics: using Sonnet for metrics, Gemini Flash for routine analysis with human review, and Opus for deep root cause investigations.
Why it matters: Blindly applying the most capable model to every task is economically unsustainable for agentic workflows.
Original article
Opus delivered the best analytics reports but cost more. Routing by task balances quality and cost: Sonnet for metrics and trends, Gemini Flash for guided analysis with human review, and Opus for root cause investigations.
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