AMD Ryzen AI Halo Developer Platform (Max+ 395) vs Mac mini M4 (Base) for Local AI: Local AI Performance

Side-by-side specification comparison with AI model-fit analysis. Data sourced from manufacturer specs, verified 2026-07-21.

Most Memory: AMD Ryzen AI Halo Developer Platform (Max+ 395)
Highest Bandwidth: AMD Ryzen AI Halo Developer Platform (Max+ 395)
Highest NPU: AMD Ryzen AI Halo Developer Platform (Max+ 395)
Lowest Price: Mac mini M4 (Base)
Best Memory/Price: AMD Ryzen AI Halo Developer Platform (Max+ 395)
AMD Ryzen AI Halo Developer Platform (Max+ 395)
AMD 		Mac mini M4 (Base)
Apple
Price $3,999MSRP $799MSRP
AI Framework ROCm, Vulkan, DirectML MLX, CoreML, llama.cpp
CPU Cores 16 10
Ethernet Dual 10GbE 1GbE
GPU Compute Units 40 10
GPU Radeon 8060S Apple M4 GPU
Memory Bandwidth (GB/s) 256 120
Memory Bus Width 256-bit 128-bit
Memory (GB) 128 16
Memory Type LPDDR5X 8000 Unified LPDDR5X
Memory Upgradeable No (soldered LPDDR5X) No (unified memory)
NPU TOPS 50 38
OCuLink / PCIe Yes (OCuLink) No
OS Support Windows 11, Linux macOS
Platform AMD Strix Halo Apple M4
Storage Type 2x NVMe Gen4 SSD NVMe SSD
TDP (W) 120 40
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Model Fit Analysis

AMD Ryzen AI Halo Developer Platform (Max+ 395)

Max Q4: 70B class models (169.4B params)
Usable AI memory: 88.2GB · Method: unified_memory_desktop_workload Conservative
Llama 3.1 8B ✓
Llama 3.1 70B ✓
Llama 3.2 1B ✓
Llama 3.2 3B ✓
Qwen 2.5 7B ✓
Qwen 2.5 14B ✓
Qwen 2.5 32B ✓
Qwen 2.5 72B ✓
Mistral 7B ✓
Mixtral 8x7B ✓
DeepSeek R1 7B ✓
DeepSeek R1 32B ✓
DeepSeek R1 70B ✓
Phi-3 Medium 14B ✓
Gemma 2 9B ✓
Gemma 2 27B ✓
Stable Diffusion XL ✓
Flux.1 Dev ✓
Flux.1 Schnell ✓

Mac mini M4 (Base)

Max Q4: 8B class models (11.2B params)
Usable AI memory: 9.1GB · Method: unified_memory_desktop_workload Conservative
Llama 3.1 8B ✓
Llama 3.1 70B ✗
Llama 3.2 1B ✓
Llama 3.2 3B ✓
Qwen 2.5 7B ✓
Qwen 2.5 14B ✓
Qwen 2.5 32B ✗
Qwen 2.5 72B ✗
Mistral 7B ✓
Mixtral 8x7B ✗
DeepSeek R1 7B ✓
DeepSeek R1 32B ✗
DeepSeek R1 70B ✗
Phi-3 Medium 14B ✓
Gemma 2 9B ✓
Gemma 2 27B ✗
Stable Diffusion XL ✓
Flux.1 Dev ✓
Flux.1 Schnell ✓

Specifications sourced from manufacturer datasheets. Prices are MSRP, verified 2026-07-21. Model-fit uses conservative estimates — actual performance varies. Methodology