For everyday chat at 8K context, this page applies the Local Lab planner to Apple's reported 64GB M4 Max unified-memory configuration. Fit is calculated; it is not an observed Mac benchmark.
DIRECT ANSWER
Qwen3.6-27B, Qwen3.8-27B and Gemma 4 31B-it
These are the leading calculated memory-fit recommendations for a Mac Studio M4 Max with 64GB unified memory in Kingy's current verified 12-model catalogue. This is not a universal model-quality leaderboard.
Apple evidence boundary: every M4 Max result below is calculated from unified-memory capacity. Kingy has no observed M4 Max run receipt; any linked owned-hardware evidence comes from an RTX 4090.
Official Ollama model record describes real-world utility; Kingy separately retains hardware evidence.
Calculated peak
17.2 GiB
Available
56.0 GiB
High-end headroom
38.8 GiB
Verdict
comfortable
Command unavailable: This runtime does not enforce the selected context cap for this model. The memory estimate remains available, but a verified command for these settings is not.
#2 · MLX oQ4
Qwen3.8-27B
Official model record describes professional and research gains; Kingy separately retains hardware evidence.
Calculated peak
17.8 GiB
Available
56.0 GiB
High-end headroom
38.2 GiB
Verdict
comfortable
Command unavailable: This runtime does not enforce the selected context cap for this model. The memory estimate remains available, but a verified command for these settings is not.
#3 · MLX 4-bit
Gemma 4 31B-it
Official model record describes instruction, reasoning and agentic capability; Kingy separately retains hardware evidence.
Calculated peak
19.5 GiB
Available
56.0 GiB
High-end headroom
36.5 GiB
Verdict
comfortable
Command unavailable: This runtime does not enforce the selected context cap for this model. The memory estimate remains available, but a verified command for these settings is not.
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Browser save stays on this device. Shared links restore settings; downloads preserve a dated result snapshot. Estimates are not run receipts.