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Best free AI models for the Mac M4 Max 128 GB

Mac M4 Max 128 GB: 128 GB of shared memory (about 96 GB usable by the GPU), 546 GB/s. These are the free models it runs, ranked by Arena votes, with the speed you can expect.

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Best voted model that fitsGemma 4 31BArena 1443 · ~19 tokens/s
Largest dense model~148 Bat 4-bit, 8K context, fully on the GPU
Memory128 GB546 GB/s bandwidth

Voted models that fit fully on the GPU

ModelArena scoreSize4-bit fileTokens/s
Gemma 4 31B
google
144331.3 B20 GB19
Qwen3.8-27B
alibaba
144127.8 B18 GB23
Gemma 4 26B A4B
google · MoE, 4 B active
143425.8 B17 GB74
Qwen3.5-122B-A10B
alibaba · MoE, 10 B active
1417125.1 B77 GB47
Qwen3.5-27B
alibaba
140927.8 B18 GB23
glm-4.6v
zai · MoE, 14.3 B active
1376107.7 B66 GB33
gemma-3-27b-it
google
135827.4 B18 GB22
glm-4.5v
zai · MoE, 14.3 B active
1333107.7 B66 GB33

Popular small models

Official small models with no Arena votes yet, ordered by downloads on Hugging Face (popularity, not quality).

ModelDownloads/monthSize4-bit fileTokens/s
Qwen3-0.6B
Qwen
29.5M0.8 B1.7 GB146
Qwen3-4B
Qwen
11.8M4 B3.6 GB83
Qwen3-8B
Qwen
8.9M8.2 B6.2 GB56
Qwen3-14B
Qwen
8.4M14.8 B10 GB36
Qwen3.5-4B
Qwen
7.8M4.7 B4.0 GB92
Qwen3.5-9B
Qwen
7.5M9.7 B7.1 GB56

Estimates at 4-bit (Q4_K_M) with an 8K context, calibrated on 44 real llama.cpp tests (typical error about ±10%). Tokens per second: about 10 is reading speed. As an Amazon Associate, FreeLLMArena earns from qualifying purchases; the links do not change the rankings.

Questions

What is the best free AI model for the Mac M4 Max 128 GB?

Gemma 4 31B (Arena score 1443) is the highest-voted open model that fits entirely in the ~96 GB of shared memory the GPU can use at 4-bit, writing about 19 tokens per second.

How big a model can the Mac M4 Max 128 GB run?

About 148 billion parameters for a dense model at 4-bit with an 8K context, fully on the GPU. Mixture-of-experts models can be bigger, and with 64 GB of system RAM larger models still run, more slowly.

Is the Mac M4 Max 128 GB good for local LLMs?

It has 128 GB of memory and 546 GB/s of bandwidth. Memory decides which models fit; bandwidth decides how fast they write. With 24 GB or more it runs 27–32 B models, the sweet spot of quality for home use.

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