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Chao-Qian Ouyang

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#artificial intelligence Preprint Sep 2026

TokenCast: Forecasting Token Consumption During LLM Agent Execution

TokenCast is proposed, which learns a composable cost representation for each execution segment, recording its own consumption and the context growth it introduces, and captures the extra input cost incurred when context from earlier segments is re-read by every later call.

Chao-Qian Ouyang, Ling Yue, Li-Bin Zheng et al. · 0 citations

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