Apple M3 Ultra — Local LLM Performance & Compatibility
作者: Jakub Rusinowski · 最后更新: 2026年7月12日
Apple's highest-end Mac Studio configuration launched with up to 512 GB unified memory at 819 GB/s — enough for 70B+ and some 100B+ class models at Q4/Q5. Note: in March 2026 Apple lowered the maximum purchasable configuration to 256 GB due to DRAM shortages; 512 GB units already in the field retain full capability.
Technical Specifications
| VRAM | 512 GB unified memory |
| Memory Bandwidth | 819 GB/s |
| TDP | 60 W |
| Architecture | ARM, 3nm TSMC |
| Release Year | 2025 |
| MSRP at Launch | $3,999 |
| Inference Speed (Llama 3.1 8B Q4_K_M) | 43–90 tok/s (estimated) |
| Inference Speed (Llama 3.3 70B Q4_K_M) | 6.5–13 tok/s (estimated) |
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LLMs Compatible with 512 GB Unified Memory
All models below run comfortably in 512 GB unified memory with Q4_K_M quantization.
| DeepSeek V3 | DeepSeek V3 (685B MoE) · 414 GB VRAM · Q4_K_M · ollama run deepseek-v3 |
| DeepSeek R1 | DeepSeek R1 (671B) · 406 GB VRAM · Q4_K_M · ollama run deepseek-r1:671b |
| Qwen3-Coder | Qwen3-Coder 480B-A35B (MoE) · 291 GB VRAM · Q4_K_M · ollama run qwen3-coder:480b-a35b |
| MiniMax M3 | MiniMax M3 428B-A23B · 259 GB VRAM · Q4_K_M · minimax-m3 |
| Llama 4 | Llama 4 Maverick 17B · 242 GB VRAM · Q4_K_M · ollama run llama4:maverick |
| Qwen 3.5 | Qwen 3.5 397B-A17B · 240 GB VRAM · Q4_K_M · qwen3-5 |
| Nex-N2 | Nex-N2 Pro · 240 GB VRAM · Q4_K_M · nex-n2 |
| GLM-5.3-Flash | GLM-5.3-Flash 320B-A18B · 194 GB VRAM · Q4_K_M · glm-5-3-flash |
75 more families also fit 512 GB — browse the full model library.
Best Use Cases
- 70B+ models
- largest local LLMs
- Mac Studio
- research
Quick Start with Ollama
Install Ollama then run the recommended model for this GPU:
ollama run llama3.3:70b
FAQ
Can the Apple M3 Ultra run local LLMs?
Yes — the Apple M3 Ultra has 512 GB unified memory and runs Apple's highest-end Mac Studio configuration launched with up to 512 GB unified memory at 819 GB/s — enough for 70B+ and
How fast is the Apple M3 Ultra for AI inference?
The Apple M3 Ultra is estimated to run Llama 3.1 8B at 43–90 tok/s with Q4_K_M quantization. For Llama 3.3 70B the estimate is 6.5–13 tok/s. These are modelled estimates, not measurements — see /en/methodology.
What LLMs can I run on 512 GB VRAM?
With 512 GB you can run: DeepSeek V3, DeepSeek R1, Qwen3-Coder, MiniMax M3, Llama 4. Use Ollama for the easiest setup: ollama run llama3.3:70b.
Can I Run It? — Apple M3 Ultra
- Llama 4 on Apple M3 Ultra
- DeepSeek V3 on Apple M3 Ultra
- Qwen3-Coder on Apple M3 Ultra
- Kimi K2.5 on Apple M3 Ultra
- MiMo-V2-Pro on Apple M3 Ultra
- DeepSeek V3.2 on Apple M3 Ultra
- Kimi K3 on Apple M3 Ultra
- Mistral Large 3 on Apple M3 Ultra
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