Unverified50% confidenceOpinionExact time
In multi-step agent tasks, input Token consumption grows approximately linearly with the number of steps, and a 70% drop in per-Token price will be amplified by the number of calls.
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50%
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Long-term
Relevance
10/21/2026
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Related Claims
Unverified将一个100步任务拆为10个10步子任务，理论上可将总Token消耗降低近90%71% similarUnverifiedActual token generation speed usually reaches only 50%–70% of the theoretical value, affected by factors such as compute unit scheduling, KV cache reads and writes, and quantization-dequantization overhead.71% similarUnverified高推理强度模式下单次请求的 Token 消耗可能是低强度模式的 5-20 倍69% similarUnverifiedMainstream large models charge by token, and token consumption for complex tasks is often 10 to 100 times that of simple Q&A69% similarUnverifiedThe cost study results confirm that the optimized branch requires significantly fewer tokens to complete the same task.69% similar
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