Unverified70% confidenceFactExact time
In coding scenarios, the input side needs to carry a large amount of code context, and the input Token count is often several times that of the output, amplifying costs.
2
Sources
70%
Confidence
Long-term
Relevance
7/11/2026
First Seen
Sources
Claude Sonnet 4重回Cursor：CursorBench登顶，成本最高如何抉择
twittercursor_ai7/1/2026
Related Claims
UnverifiedLarge language model APIs are generally billed by the total number of input plus output tokens, and re-injecting historical context on every call in long projects causes token consumption to balloon rapidly.77% similarUnverified自回归生成每个Token都需要完整的前向传播，而输入只需一次编码，这是输出比输入贵的成本结构原因75% similarUnverifiedThe cost of each large language model call consists of two parts: input tokens (Prompt) and output tokens (Completion).73% similarUnverified大语言模型推理中输出 token 的实际硬件成本远高于输入 token，因解码阶段是内存带宽受限的串行过程71% similarUnverifiedThe advantage of the code framework lies in its stronger expressive capability, but at the cost of significantly increased token consumption per operation.71% similar
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