Beyond Leaderboards: A Method for Application-Specific Capability Profiling of Large Language Models.

arXiv:2610.25659v1 Announce Type: cross Abstract: Public leaderboards rank large language models (LLMs) in general, but an engineer has to choose a model for a specific application, architecture and cost. This paper presents a method for application-specific c