Mac Studio M3 Ultra 512GB vs Mac Studio M4 Max 128GB

For running models locally, priced in India. At 64k context the first runs 42 models fully in memory, the second 40.

Specifications

SpecMac Studio M3 Ultra 512GBMac Studio M4 Max 128GB
ChipApple M3 Ultra (80-core GPU)Apple M4 Max (40-core GPU)
Memory bus1024-bit512-bit
Memory bandwidth819 GB/s546 GB/s
FP16 compute28 TFLOPS16.16 TFLOPS
SoftwareMetalMetal
Unified memory512 GB128 GB
GPU can use by default384 GB96 GB
GPU can use, tuned504 GB120 GB
Operating systemmacosmacos
ProcessorM3 Ultra 32-coreM4 Max 16-core
Storage2000 GB1000 GB

What each runs

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

ModelMac Studio M3 Ultra 512GBMac Studio M4 Max 128GB
DeepSeek V4 Flash19tok/sUD-Q4_K_XLwon't run
GLM 5.3 Flash12tok/sQ8_0won't run
Qwen 3.8 Flash Next5tok/sQ8_07tok/sUD-Q3_K_XL
Qwen 3.8 27B16tok/sQ8_011tok/sQ8_0
MiniMax M2.711tok/sQ8_011tok/sUD-Q2_K_XL
Qwen 3.5 122B-A10B26tok/sQ8_024tok/sQ5_K_M
Qwen 3.6 27B16tok/sQ8_011tok/sQ8_0
gpt-oss 120B58tok/sMXFP438tok/sMXFP4
Qwen3 Coder Next55tok/sQ8_037tok/sQ8_0
Nemotron 3 Super 120B-A12B24tok/sQ8_024tok/sUD-Q4_K_M
Gemma 4 31B14tok/sQ8_09tok/sQ8_0
Mistral Small 4 119B36tok/sQ8_029tok/sUD-Q6_K
Qwen 3.6 35B-A3B71tok/sQ8_048tok/sQ8_0
Qwen 3.5 27B16tok/sQ8_011tok/sQ8_0
Gemma 4 26B-A4B56tok/sQ8_037tok/sQ8_0
GLM 4.5 Air11tok/sQ8_08tok/sQ5_K_M
Qwen 3.5 35B-A3B71tok/sQ8_048tok/sQ8_0
Qwen3 Next 80B-A3B66tok/sQ8_044tok/sQ8_0
GLM 4.7 Flash36tok/sQ8_024tok/sQ8_0
Devstral Small 2 24B15tok/sQ8_010tok/sQ8_0
Nemotron 3.5 Lightning 30B-A3B85tok/sUD-Q6_K_XL56tok/sUD-Q6_K_XL
Kimi Linear 48B-A3B85tok/sQ8_057tok/sQ8_0
gpt-oss 20B79tok/sMXFP453tok/sMXFP4
Qwen3 Coder 30B-A3B33tok/sQ8_022tok/sQ8_0
Qwen3 32B10tok/sQ8_07tok/sQ8_0
Gemma 4 12B38tok/sQ8_025tok/sQ8_0
Qwen 3.5 9B45tok/sQ8_030tok/sQ8_0
Gemma 3 27B15tok/sQ8_010tok/sQ8_0
Mistral Small 3.2 24B15tok/sQ8_010tok/sQ8_0
DeepSeek R1 Distill Qwen 32B10tok/sQ8_07tok/sQ8_0
Llama 3.3 70B6tok/sQ8_04tok/sQ8_0
Ministral 3 14B21tok/sQ8_014tok/sQ8_0
Qwen3 14B20tok/sQ8_013tok/sQ8_0
DeepSeek R1 0528 Qwen3 8B29tok/sQ8_019tok/sQ8_0
Qwen3 8B29tok/sQ8_019tok/sQ8_0
Phi-4 14B18tok/sQ8_012tok/sQ8_0
Qwen 3.5 4B80tok/sQ8_053tok/sQ8_0
Ministral 3 8B29tok/sQ8_020tok/sQ8_0
Granite 4.2 8B27tok/sQ8_018tok/sQ8_0
Gemma 4 E4B53tok/sQ8_035tok/sQ8_0
LFM2.5 8B-A1B75tok/sQ8_050tok/sQ8_0
Llama 3.1 8B35tok/sQ6_K23tok/sQ6_K