Architect's technical teardown: VRAM capacity, memory bandwidth, TDP, and AI throughput — compared head-to-head for local LLM workloads.
The ultimate local LLM server. With massive unified memory, it effortlessly hosts 70B+ parameter models at lightning speeds with unbeatable thermal efficiency.
Portable AI workstation. Offers desktop-class unified memory for running multi-agent workflows and local coding assistants on the go.
| Metric | Apple Mac Studio (M4 Ultra) | Apple MacBook Pro 16-inch (M4 Max) |
|---|---|---|
| VRAM | 128GB | 48GB |
| Memory Bandwidth | 820 GB/s | 410 GB/s |
| AI Throughput (TOPS) | 220 | 110 |
| TDP (Power Draw) | 200W | 80W |
| Est. Price | $3,999.99 | $3,499.99 |