Can Mac Studio M5 Ultra 512 GB run Qwen3 32B?
512 GB unified · 1228 GB/s memory bandwidth · Qwen3 32B has 32.8B parameters.
Short answer
Yes, excellent for chat and acceptable or better for every workload we test.
Best quantization for chat: 4-bit (17 GB of weights) on LM Studio. Generation: 25–40 tok/s, leaving about 481 GB free for your other apps.
How it rates for each workload
Same model and machine, different jobs. Agents and long documents send far bigger prompts than chat, so they need much more speed and memory.
| Workload | Verdict | Quant | Generation | First reply | Context | |
|---|---|---|---|---|---|---|
| Chatwith Open WebUI | Excellent | 4-bit | 25–40 tok/s | under 1 s | 8K | Details |
| Coding questionswith Continue | Excellent | 4-bit | 25–40 tok/s | ≈4 s | 16K | Details |
| Coding in a repositorywith Aider | Acceptable | 6-bit | 15–25 tok/s | ≈15 s | 32K | Details |
| Agentic codingwith OpenCode | Acceptable | 6-bit | 15–25 tok/s | ≈20 s | 32K | Details |
| Long documents (64K)with Open WebUI | Acceptable | 6-bit | 14–25 tok/s | ≈35 s | 32K | Details |
Speeds are bandwidth-based estimates; no direct benchmark exists for this pair. “First reply” is the time to read the workload’s opening prompt. How we calculate
Get it running
Copy-paste commands for the 6-bit build with a 32K context. Ollama and llama.cpp download the file straight from Hugging Face.
ollama run hf.co/unsloth/Qwen3-32B-GGUF:Q6_K
Downloads 26.88 GB (Q6_K). Ollama's default context is small: set OLLAMA_CONTEXT_LENGTH=32768 before `ollama serve` for long prompts.
Other models for Mac Studio M5 Ultra 512 GB
The best-rated models for chat on this machine.
- gpt-oss-120b120–210 tok/sExcellent
- Qwen3.6 35B-A3B140–240 tok/sExcellent
- Qwen3-Next 80B-A3B Instruct140–230 tok/sExcellent
- Gemma 4 26B-A4B110–190 tok/sExcellent
- Qwen3.5 35B-A3B140–240 tok/sExcellent
- LFM2.5 24B-A2B280–460 tok/sExcellent
Cheapest machines for Qwen3 32B
Hardware rated comfortable or better for chat, lowest price first.
- Desktop PC · GeForce RTX 3090 · 32 GB RAM$1,700 · 25–35 tok/sExcellent
- Desktop PC · Radeon RX 7900 XTX · 32 GB RAM$1,800 · 30–40 tok/sExcellent
- Desktop PC · GeForce RTX 3090 · 64 GB RAM$1,828 · 25–35 tok/sExcellent
- Desktop PC · Radeon RX 7900 XTX · 64 GB RAM$1,928 · 30–40 tok/sExcellent
- Mac Studio M1 Max 32 GB$1,999 · 12–17 tok/sComfortable
- Mac Studio M2 Max 32 GB$2,199 · 12–17 tok/sComfortable
Different tool, context size or workload?
These pages use typical settings. The full check models your exact setup.