← AI Hashrate 中文

Mac mini M4 32GB vs V100 32GB SXM2 for Local LLMs

The V100 32GB SXM2 has about 650% more memory bandwidth (900 vs 120 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 650% faster on the V100 32GB SXM2. Both fit the same number of catalog models at Q4/8K (43 of 73; 32 vs 32 GB VRAM). MSRP is $999 for the Mac mini M4 32GB vs $10,000 for the V100 32GB SXM2. MSRP is a launch list price, not live retail — Amazon prices move; click through for the current price. Not retail-shoppable: V100 32GB SXM2 (datacenter-class; cloud rental is the realistic way to use it). In the Q4/8K head-to-head below (57 shared models), the V100 32GB SXM2 posts the higher tok/s in 57 rows vs 0. Methodology.

Spec comparison

Mac mini M4 32GBV100 32GB SXM2
VendorAppleNVIDIA
VRAM32 GB32 GB
Memory typeLPDDR5XHBM2
Memory bandwidth120 GB/s900 GB/s
TDP155 W300 W
MSRP (list)$999$10,000
BuySearch Amazon

MSRP is the launch list price, not live retail. Buy links are Amazon affiliate links — the price after you click is the live price.

Q4 / 8K head-to-head — top 15 of 57 shared models

ModelParams (B)Mac mini M4 32GB tok/sMac mini M4 32GB fitsV100 32GB SXM2 tok/sV100 32GB SXM2 fitsWinner
MiniCPM5-1B1.08142.4 est.Yes895.6 est.YesV100 32GB SXM2
Qwen3.5-2B2.076.9 est.Yes483.6 est.YesV100 32GB SXM2
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.366.9 est.Yes420.5 est.YesV100 32GB SXM2
Qwen3.6-35B-A3B36.051.3 est.Yes322.4 est.YesV100 32GB SXM2
Qwen3.5-35B-A3B34.751.3 est.Yes322.4 est.YesV100 32GB SXM2
GLM-4.7-Flash31.251.3 est.Yes322.4 est.YesV100 32GB SXM2
Qwen3-30B-A3B-Instruct-250730.551.3 est.Yes322.4 est.YesV100 32GB SXM2
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.051.3 est.Yes322.4 est.YesV100 32GB SXM2
Ornith-1.0-35B35.051.3 est.Yes322.4 est.YesV100 32GB SXM2
qwen35b-a3b-fable-sft-abliterated34.751.3 est.Yes322.4 est.YesV100 32GB SXM2
Llama-3.2-3B-Instruct3.241.3 measuredYes302.3 est.YesV100 32GB SXM2
gpt-oss-20b21.542.7 est.Yes268.7 est.YesV100 32GB SXM2
Qwen3-Coder-Next79.735.8 est.No268.3 est.NoV100 32GB SXM2
Qwen3-Next-80B-A3B-Instruct81.334.4 est.No258.2 est.NoV100 32GB SXM2
gemma-4-26B-A4B-it25.240.5 est.Yes254.5 est.YesV100 32GB SXM2

est. = bandwidth-based estimate; measured = curated real benchmark that overrides the estimate. Fits = weights + KV(8K) + 1 GB overhead ≤ 95% of VRAM.

Fit coverage at Q4 / 8K

Mac mini M4 32GBV100 32GB SXM2
Catalog models that fit43 of 7343 of 73
Largest exclusive fit

Mac mini M4 32GB details → · V100 32GB SXM2 details →