Unverified50% confidenceFactExact time
Mainstream large models charge by token, and token consumption for complex tasks is often 10 to 100 times that of simple Q&A
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50%
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Long-term
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9/8/2026
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UnverifiedA 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.74% similarUnverifiedEvaluating 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.74% 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72% similarUnverified对于10万行代码的项目，使用向量检索每次任务可能只需加载2%~5%的相关代码，Token消耗可降低20倍以上72% similarUnverifiedThe output of large models is probabilistic rather than deterministic; asking the same question 100 times may yield 100 different answers.71% similar
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