Qwen3.6 35B-A3B
Qwen / 35B / Q4_K_M / ~22 GB
Best for: Reasoning, Coding, Agents·Pop: 88/100
Perf: ~22.8 tok/s · first token ~1.7s
Best for reasoning, coding, agents. Strong fit for 64 GB RAM with balanced speed and quality.
On a 64GB Mac Studio, the 27B+ tier writes prose many readers cannot distinguish from a human first draft: varied, voice-consistent, structurally aware. This is the strongest creative writing local hardware can buy.
Qwen / 35B / Q4_K_M / ~22 GB
Best for: Reasoning, Coding, Agents·Pop: 88/100
Perf: ~22.8 tok/s · first token ~1.7s
Best for reasoning, coding, agents. Strong fit for 64 GB RAM with balanced speed and quality.
Qwen / 35B / Q4_K_M / ~20 GB
Best for: Reasoning, Coding, Agent scenarios·Pop: 90/100
Perf: ~22.8 tok/s · first token ~1.7s
Best for reasoning, coding, agent scenarios. Strong fit for 64 GB RAM with balanced speed and quality.
Qwen / 27B / Q4_K_M / ~16 GB
Best for: Chat, Coding, Complex reasoning·Pop: 82/100
Perf: ~28.8 tok/s · first token ~0.8s
Best for chat, coding, complex reasoning. Strong fit for 64 GB RAM with balanced speed and quality.
Qwen / 27B / Q4_K_M / ~18 GB
Best for: Coding, Quality, Long context·Pop: 92/100
Perf: ~28.8 tok/s · first token ~0.8s
Best for coding, quality, long context. Strong fit for 64 GB RAM with balanced speed and quality.
Gemma / 26B / Q4_K_M / ~16 GB
Best for: Chat, Coding, Multimodal·Pop: 86/100
Perf: ~29.8 tok/s · first token ~0.8s
Best for chat, coding, multimodal. Strong fit for 64 GB RAM with balanced speed and quality.
LFM2 / 24B / Q4_K_M / ~14 GB
Best for: Local AI agents, privacy-first tool calling, MCP workflows·Pop: 80/100
Perf: ~32.1 tok/s · first token ~0.8s
Best for local ai agents, privacy-first tool calling, mcp workflows. Strong fit for 64 GB RAM with balanced speed and quality.
Gemma / 31B / Q4_K_M / ~20 GB
Best for: Quality, Coding, Multimodal·Pop: 84/100
Perf: ~25.5 tok/s · first token ~1.6s
Best for quality, coding, multimodal. Strong fit for 64 GB RAM with balanced speed and quality.
Qwen / 30B / Q4_K_M / ~22 GB
Best for: Quality, Coding·Pop: 78/100
Perf: ~26.2 tok/s · first token ~1.6s
Best for quality, coding. Strong fit for 64 GB RAM with balanced speed and quality.
They hold intent. Big models track theme and subtext across a long scene, land callbacks planted pages earlier, and modulate rhythm deliberately instead of accidentally. Style instructions become reliable: ask for Carver-spare or Nabokov-lush and the difference is unmistakable, sustained, and stable across thousands of words.
With ~45GB you can run a 27B dense model with a manuscript-scale context, most of a novel in the window at once, or a 35B MoE for faster iteration on drafts. For revision passes over an existing manuscript, that whole-book awareness is the killer feature.
Use the ModelFit wizard to test different RAM and chip configurations for your exact Mac Studio setup.
Open ModelFit Wizard