# Which Routing Does Each MoE Model Use? DeepSeek, Qwen, Mixtral, Llama 4, gpt-oss Compared

> Source: <https://www.marktechpost.com/2026/11/08/moe-model-routing-comparison/>
> Published: 2026-11-08 10:27:27+00:00

A config-verified comparison of how 10 open MoE models route tokens: total and active parameters, expert counts, top-k, shared experts, gating functions and load-balancing methods.

The post [Which Routing Does Each MoE Model Use? DeepSeek, Qwen, Mixtral, Llama 4, gpt-oss Compared](https://www.marktechpost.com/2026/11/08/moe-model-routing-comparison/) appeared first on [MarkTechPost](https://www.marktechpost.com).