MoE Routing Strategies Explained: Top-K, Expert-Choice, Sigmoid Gating and Dynamic Routing (2026 Guide)

This guide explains seven MoE routing strategies, including Top-K, Expert-Choice, Sigmoid Gating, and Dynamic Routing. It covers methods ranging from Mixtral's top-2 softmax to DeepSeek-V4's hash routing.