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MacBook Pro M3 Max 128GB vs T4 16GB for Local LLMs

The MacBook Pro M3 Max 128GB has about 25% more memory bandwidth (400 vs 320 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 25% faster on the MacBook Pro M3 Max 128GB. The MacBook Pro M3 Max 128GB fits more of the catalog at Q4/8K — 47 vs 25 of 61 models (128 vs 16 GB VRAM). Largest model that fits the MacBook Pro M3 Max 128GB but not the T4 16GB: DeepSeek-V4-Flash (158.1B). MSRP is $4,199 for the MacBook Pro M3 Max 128GB vs $2,000 for the T4 16GB. MSRP is a launch list price, not live retail — Amazon prices move; click through for the current price. In the Q4/8K head-to-head below (44 shared models), the MacBook Pro M3 Max 128GB posts the higher tok/s in 36 rows vs 8. Methodology.

Spec comparison

MacBook Pro M3 Max 128GBT4 16GB
VendorAppleNVIDIA
VRAM128 GB16 GB
Memory typeLPDDR5GDDR6
Memory bandwidth400 GB/s320 GB/s
TDP140 W70 W
MSRP (list)$4,199$2,000
BuySearch Amazon (affiliate)Search Amazon (affiliate)

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 44 shared models

ModelParams (B)MacBook Pro M3 Max 128GB tok/sMacBook Pro M3 Max 128GB fitsT4 16GB tok/sT4 16GB fitsWinner
Qwen3-0.6B0.8318.2 est.Yes254.5 est.YesMacBook Pro M3 Max 128GB
gemma-3-1b-it1.0254.5 est.Yes203.6 est.YesMacBook Pro M3 Max 128GB
Llama-3.2-1B-Instruct1.2212.1 est.Yes169.7 est.YesMacBook Pro M3 Max 128GB
Qwen3-30B-A3B30.584.8 est.Yes147.0 est.NoT4 16GB
Qwen3-Coder-30B-A3B-Instruct30.584.8 est.Yes147.0 est.NoT4 16GB
Qwen3-30B-A3B-Instruct-250730.584.8 est.Yes147.0 est.NoT4 16GB
GLM-4.7-Flash31.284.8 est.Yes141.1 est.NoT4 16GB
Qwen3-1.7B2.0127.3 est.Yes101.8 est.YesMacBook Pro M3 Max 128GB
Qwen3-Next-80B-A3B-Instruct81.384.8 est.Yes23.1 est.NoMacBook Pro M3 Max 128GB
Qwen3-Coder-Next79.784.8 est.Yes24.0 est.NoMacBook Pro M3 Max 128GB
Llama-3.2-3B-Instruct3.279.5 est.Yes63.6 est.YesMacBook Pro M3 Max 128GB
gpt-oss-20b21.570.7 est.Yes56.6 est.YesMacBook Pro M3 Max 128GB
Phi-4-mini-instruct3.867.0 est.Yes53.6 est.YesMacBook Pro M3 Max 128GB
Phi-4-mini-reasoning3.867.0 est.Yes53.6 est.YesMacBook Pro M3 Max 128GB
gemma-3-4b-it4.365.3 est.Yes52.2 est.YesMacBook Pro M3 Max 128GB

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

MacBook Pro M3 Max 128GBT4 16GB
Catalog models that fit47 of 6125 of 61
Largest exclusive fitDeepSeek-V4-Flash (158.1B)

MacBook Pro M3 Max 128GB details → · T4 16GB details →