Mac Mini M4 Pro (48 GB)
Sweet spot for local LLMs. 48 GB is comfortable for 30B in 4-bit, 70B is tight.
- RAM
- 48 GB
- Bandwidth
- 273 GB/s
- Comfortable model range
- 32B
Sweet spot for local LLMs. 48 GB is comfortable for 30B in 4-bit, 70B is tight.
Local AI fit
Comfortable up to 32B. 70B fits only with aggressive quantization, short context, and very little headroom.
70B is a capacity edge, not a benchmark or a guarantee. Even the “comfortable” 32B tier is an editorial estimate, not a tested throughput result. Actual fit depends on weight quantization, model architecture, KV-cache and context size, available RAM, backend and concurrent apps.
48GB explained Why unified memory is more than model weights Understand quantization, KV cache, macOS headroom, and the difference between “fits” and “runs well.” Open RAM guidePurchase status
Catalogued as current-generation hardware. Live inventory, exact configuration and checkout price are not verified; confirm all three with the seller.
At a glance
What works well
What to consider
Before spending money
Data verified
Catalog specifications last reviewed on June 3, 2026; merchant links can have different dates. Live checkout prices, inventory and AI inference speeds have not been independently verified here.
Compare before buying
M4-Max48 GB Unified Memory1024 GB SSD16-Core CPU40-Core GPU
Maximum for laptops. Mobile workstation, 70B tight, 30B comfortable.
Catalog specifications checked: . No live price or inventory check. German-market offers: verify US availability, shipping, taxes and warranty.
M4-Max36 GB Unified Memory14-Core CPU32-Core GPU
Mobile workstation class. 27B–32B is realistic at 4-bit; longer context reduces headroom.
Catalog specifications checked: . No live price or inventory check. German-market offers: verify US availability, shipping, taxes and warranty.
M3-Pro36 GB Unified Memory Refurbished only
M3 Pro with 36GB unified memory and 150GB/s memory bandwidth; primarily available used or refurbished.
Catalog specifications checked: . No live price or inventory check. German-market offers: verify US availability, shipping, taxes and warranty.
M532 GB Unified Memory
M5 with 32GB unified memory and 153GB/s memory bandwidth; currently available new.
Catalog specifications checked: . No live price or inventory check. German-market offers: verify US availability, shipping, taxes and warranty.