Abid Ali Awan Picks 7 Local Coding Models for 2026, Led by Qwen3.6 27B
Updated
Updated · KDnuggets · Jun 24
Abid Ali Awan Picks 7 Local Coding Models for 2026, Led by Qwen3.6 27B
1 articles · Updated · KDnuggets · Jun 24
Summary
Awan’s 2026 list names Qwen3.6 27B MTP the best all-round local coding model, arguing 4-bit GGUF releases now make serious private coding workflows practical on 16GB-24GB VRAM GPUs.
Gemma 4 31B IT QAT ranks as a top multimodal option for code plus screenshots, UI bugs and diagrams, while DiffusionGemma 26B A4B stands out for faster generation with about 3.8B active parameters.
Efficiency is a recurring theme: Nemotron Cascade 2 30B A3B and North Mini Code 1.0 each use roughly 3B active parameters, aiming to balance stronger reasoning with lower local inference costs.
For smaller setups, Awan highlights Qwen3.5 9B MTP as the safest practical choice, and points to EXAONE 4.5 33B for document-heavy, screenshot and PDF-based development work.
The broader takeaway is that open local models have moved beyond demos, with RTX 3090 or 4090-class hardware now able to support coding assistants, repo chat, debugging and agentic workflows without relying solely on hosted tools.