Apple Silicon · 32 GB unified memory · April 2026
Best Local LLMs for MacBook Pro M4 32GB (April 2026)
289 models ranked for MacBook Pro M4 32GB. Top picks for coding, chat, and writing with exact fit, recommended quantization, and estimated tokens per second. Updated April 2026.
Top 10 local LLMs for MacBook Pro M4 32GB
Best picks by workload
Best for coding
- 1. Qwen3-VL 30B A3B InstructQ4_K_M · 24.1 GB
- 2. Qwen 3.5 27BQ4_K_M · 24.0 GB
- 3. Qwen 3.6 27BQ4_K_M · 21.8 GB
Best for chat & general use
- 1. Qwen3-Coder 30B A3B InstructQ4_K_M · 23.7 GB
- 2. Qwen3-VL 30B A3B InstructQ4_K_M · 23.4 GB
- 3. Qwen 3.5 27BQ4_K_M · 22.4 GB
Best for writing
- 1. Qwen3-Coder 30B A3B InstructQ4_K_M · 23.7 GB
- 2. Qwen3-VL 30B A3B InstructQ4_K_M · 23.4 GB
- 3. Qwen 3.5 27BQ4_K_M · 22.4 GB
Frequently asked questions
What is the best local LLM for MacBook Pro M4 32GB?
Qwen3-Coder 30B A3B Instruct ranks highest overall for MacBook Pro M4 32GB: ~23.7 GB at Q4_K_M with ~12 tok/s. Best for coding: Qwen3-VL 30B A3B Instruct. Best for writing: Qwen3-Coder 30B A3B Instruct.
How many models can I run on MacBook Pro M4 32GB (32 GB)?
289 models in our catalog fit on MacBook Pro M4 32GB at the recommended quantization for each.
Is 32 GB enough for local LLMs in 2026?
32 GB is a solid starting point in 2026: 14B dense at Q8 and 30B-A3B MoE at Q4 fit. For 35B-A3B at Q5 or long 1M-context workflows, consider upgrading to 36 GB+.
What is the best local LLM for coding on MacBook Pro M4 32GB?
Qwen3-VL 30B A3B Instruct — runs at Q4_K_M (~24.1 GB, ~12 tok/s). Qwen 3 Coder variants specifically dominate coding benchmarks at this hardware tier.