Mac mini M4 32GB vs Mac Studio M4 Max 128GB

For running models locally, priced in Canada. At 128k context the first runs 7 models fully in memory, the second 39.

Specifications

SpecMac mini M4 32GBMac Studio M4 Max 128GB
ChipApple M4 (10-core GPU)Apple M4 Max (40-core GPU)
Memory bus128-bit512-bit
Memory bandwidth120 GB/s546 GB/s
FP16 compute3.76 TFLOPS16.16 TFLOPS
SoftwareMetalMetal
Unified memory32 GB128 GB
GPU can use by default21.3 GB96 GB
GPU can use, tuned24 GB120 GB
Operating systemmacosmacos
ProcessorM4 10-coreM4 Max 16-core
Storage512 GB1000 GB

What each runs

Estimated decode speed with the most precise quant that fits each one est.

ModelMac mini M4 32GBMac Studio M4 Max 128GB
Qwen 3.8 Flash Nextwon't run6tok/sUD-Q3_K_XL
Qwen 3.8 27Bwon't run9tok/sQ8_0
Qwen 3.5 122B-A10Bwon't run20tok/sQ5_K_M
Qwen 3.6 27Bwon't run10tok/sQ8_0
Gemma 4 31Bwon't run8tok/sQ8_0
Nemotron 3 Super 120B-A12Bwon't run23tok/sUD-Q4_K_M
Qwen3 Coder Nextwon't run29tok/sQ8_0
gpt-oss 120Bwon't run27tok/sMXFP4
Mistral Small 4 119Bwon't run26tok/sUD-Q5_K_M
Qwen 3.5 27Bwon't run10tok/sQ8_0
Qwen 3.6 35B-A3Bwon't run37tok/sQ8_0
Gemma 4 26B-A4B9tok/sUD-Q4_K_M30tok/sQ8_0
GLM 4.5 Airwon't run6tok/sQ4_K_M
Devstral Small 2 24Bwon't run8tok/sQ8_0
GLM 4.7 Flashwon't run17tok/sQ8_0
Qwen 3.5 35B-A3Bwon't run37tok/sQ8_0
Qwen3 Next 80B-A3Bwon't run33tok/sQ8_0
Nemotron 3.5 Lightning 30B-A3Bwon't run51tok/sUD-Q6_K_XL
gpt-oss 20B8tok/sMXFP438tok/sMXFP4
Kimi Linear 48B-A3Bwon't run50tok/sQ8_0
Qwen3 Coder 30B-A3Bwon't run13tok/sQ8_0
Qwen3 32Bwon't run5tok/sQ8_0
Gemma 4 12B5tok/sQ8_023tok/sQ8_0
Qwen 3.5 9B6tok/sQ8_026tok/sQ8_0
DeepSeek R1 Distill Qwen 32Bwon't run5tok/sQ8_0
Gemma 3 27Bwon't run9tok/sQ8_0
Llama 3.3 70Bwon't run4tok/sQ5_K_M
Mistral Small 3.2 24Bwon't run8tok/sQ8_0
Ministral 3 14Bwon't run10tok/sQ8_0
Qwen3 14Bwon't run10tok/sQ8_0
DeepSeek R1 0528 Qwen3 8Bwon't run13tok/sQ8_0
Phi-4 14Bwon't run8tok/sQ8_0
Qwen3 8Bwon't run13tok/sQ8_0
Qwen 3.5 4B9tok/sQ8_040tok/sQ8_0
Granite 4.2 8Bwon't run12tok/sQ8_0
Ministral 3 8Bwon't run13tok/sQ8_0
Gemma 4 E4B7tok/sQ8_030tok/sQ8_0
LFM2.5 8B-A1B6tok/sQ8_028tok/sQ8_0
Llama 3.1 8Bwon't run15tok/sQ6_K
DeepSeek V4 Flashwon't runwon't run
GLM 5.3 Flashwon't runwon't run
MiniMax M2.7won't runwon't run