Why MoE models keep converging on ~10B active parameters

r/LocalLLaMA
Open Source AI

Interesting pattern: despite wildly different total sizes, many recent MoE models land around 10B active params. Qwen 3.5 122B activates 10B. MiniMax M2.7 runs 230B total with 10B active via Top 2 routing