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Trending on Reddit: "Best Local LLMs — April 2026" Megathread Crowns Gemma 4 and Qwen3-Coder

The r/LocalLLaMA "Best Local LLMs — April 2026" megathread has drawn 143 posts ranking open-weights models. Gemma 4 leads general local usability, GLM-5 and GLM-4.7 top open-model rankings, and Qwen3-Coder-Next dominates local coding. MiniMax M2.7 GGUF investigations and distillation from 100B+ down to sub-4B parameter models are the most-discussed techniques.

Open weights used to trail closed frontier models by 12 to 18 months; that gap is now closer to six. For regulated industries — healthcare, legal, finance, defense — running a Qwen or Gemma model inside your own VPC is now a credible enterprise strategy rather than a science experiment. The AI buying decision is shifting from "which API" to "which weights do we own." Procurement teams that haven't updated their RFPs to evaluate on-prem open-weights options are working from 2024 assumptions.
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