tldr: If you have 16 GB of memory, run gpt-oss-20b. On 24 to 32 GB, run Qwen3.8-27B, the best local coding model in 2026, and keep Muse Glimmer-30B as the runner-up. Both are Apache 2.0. With 80 GB or

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