Unverified50% confidenceFactExact time
代码场景中输入侧需携带大量代码上下文，输入 Token 量往往数倍于输出，放大成本
1
Sources
50%
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
UnverifiedA single complete code generation request can consume tens of thousands of Tokens due to large context input and lengthy code output78% 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% similarUnverifiedIn programming scenarios, large amounts of code context including related files, dependencies, and project structure need to be passed as input to the model, causing Token consumption per request to be far higher than in regular conversations.74% 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% similarUnverified生成输出的算力消耗通常远高于处理输入，部分厂商区分输入Token与输出Token的独立限额71% similar
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