Is the Apple Mac mini (M4 Pro) good for local AI?

The Apple Mac mini (M4 Pro) is a solid choice for local AI. With 24GB of Unified VRAM, it is ideal for 8B–30B models at Q4_K_M quantization via Ollama.

What is the memory bandwidth of the Apple Mac mini (M4 Pro)?

The Apple Mac mini (M4 Pro) has 273 GB/s of memory bandwidth, which governs inference speed (tokens per second) when running local LLMs.

Pricing & Availability

Current Estimate

$1,299.99

IN STOCK

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Last Verified: 2026-05-04

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What Can It Run?

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Apple Mac mini (M4 Pro)

Affordable unified memory. A highly capable entry-level LLM workstation perfectly suited for developer desks.

Technical Datasheet

Specification	Value	AI Impact
VRAM Capacity	24 GB Unified	Determines maximum model size (parameters).
Memory Bandwidth	273 GB/s	Governs tokens per second (inference speed).
AI Performance	75 TOPs	Raw throughput for FP8/INT8 matrix operations.
Power Draw (TDP)	65 W	Thermal design & PSU overhead requirements.
VRAM Type	Unified	Memory generation affects bandwidth ceiling.

AI Model Compatibility

Llama 3.1 8B (Q4_K_M)

✓ PERFECT — Lightning Fast

Mistral NeMo 12B (Q4_K_M)

✓ COMPATIBLE — Smooth

DeepSeek R1 32B (Q4_K_M)

✓ COMPATIBLE

Llama 3.3 70B (Q4_K_M)

✗ Needs multi-GPU or CPU offload

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Price History

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