Right, Wrong, or Unfinished: A Competing Risks Framework for Language-Model Reasoning under Token Budgets

Boen Jiang, Guanhua Fang, Wen Yu

Assessing language-model performance under a token budget requires understanding both when a response will finish and whether it will be correct. We develop Competing Risks Analysi…