Unverified50% confidenceFactExact time
A single browser control agent task may require the model to perform 10 to 50 consecutive reasoning steps, making its unit cost far higher than that of ordinary question-and-answer queries.
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9/7/2026
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UnverifiedEvaluating the per-task cost of large models requires considering both the token unit price and the number of tokens consumed to complete the task; the output token consumption of chain-of-thought reasoning models may increase by several times or even dozens of times.75% similarUnverifiedA typical deep research Agent task involves 30–50 independent model inference calls, with cumulative token consumption easily exceeding 100,000.72% similarUnverified据业内估算，一次高强度推理请求的计算成本可能是普通请求的5-10倍72% similarUnverified研究显示复杂代理任务的token消耗往往是等效单次对话的20-100倍71% similarUnverified大模型的推理成本与参数量大致成正比，而实际业务中约80%的任务可以由中小规模模型胜任71% similar
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