r/LocalLLaMA Consensus: Qwen 3.5 Is Currently the Most Broadly Recommended Local Model Family Across Use Cases

r/LocalLLaMA / Latent Space·low signal

The r/LocalLLaMA community (688K members) has converged on Qwen 3.5 as the most broadly recommended local model family in April 2026. Top discussion threads include running headless AI servers on mobile hardware (Xiaomi 12 Pro with Ollama/Gemma4), distillation techniques from 100B+ to sub-4B models, and MiniMax's MMX-CLI for unified text/image/video/speech generation without MCP servers. The subreddit continues to be the primary community signal for self-hosted model selection and local inference optimization.