Eta Given Delta: Defining LLM Tool Efficiency With Marginal Tool Utility.

arXiv:2607.14108v2 Announce Type: replace-cross Abstract: This paper introduces tool efficiency, a new quantitative metric to evaluate the rate of useful tool calls in an LLM agent trajectory. To ensure that tool efficiency is well-defined, we also introduce m