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LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers

99 upvotes · 7 AUG 2026 · Tao Feng, Fangxu Yu, Haozhen Zhang et al.

This paper introduces a unified framework for developing, evaluating, and deploying large language models (LLMs) as routers to optimize deployment for different queries and budget constraints. Practitioners might care because it provides a way to compare and extend existing LLM routing approaches, leading to more cost-effective deployment of LLMs.

LLM routingsequential decision processcontext encodersmodel encodersscoring functionsdecision rules