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What AI can a Mac with M3 Ultra run?

Every memory option compared, 819 GB/s memory bandwidth. Updated 2 November 2026.

Quick verdict

M3 Ultra is sold with 96, 256, 512 GB of memory. Counting the 31 models tracked here: 96 GB runs 30 models well; 256 GB runs 30 models well; 512 GB runs 31 models well. Memory bandwidth is 819 GB/s, about 6.8 times the memory speed of a base M4 (120 GB/s), so the same model generates words proportionally faster. Apple Silicon shares one pool of memory between the processor and the GPU, and macOS lets the GPU use about two thirds of it on Macs up to 36 GB and about three quarters above that, so the memory you buy decides which models load at all.

Which memory should you choose?

Smallest configuration for popular models

Every model, every memory option

Model96 GB256 GB512 GB
DeepSeek V3 671BNoNoTight 11/s
Qwen 3.5 122B A10BTight 38/sGreat 41/sGreat 41/s
gpt-oss 120BGreat 79/sGreat 79/sGreat 79/s
Llama 3.3 70BGood 10/sGood 10/sGood 10/s
Wan 2.2 14BGreat about 8 minGreat about 8 minGreat about 8 min
LTX-2.3Great about 1 minGreat about 1 minGreat about 1 min
Qwen 3.6 35B A3BGreat 123/sGreat 123/sGreat 123/s
Qwen 3.5 35B A3BGreat 128/sGreat 128/sGreat 128/s
Gemma 4 31BGreat 22/sGreat 22/sGreat 22/s
DeepSeek R1 32BGreat 22/sGreat 22/sGreat 22/s
Qwen3 Coder 30BGreat 118/sGreat 118/sGreat 118/s
Qwen 3.6 27BGreat 23/sGreat 23/sGreat 23/s
Gemma 4 26B A4BGreat 92/sGreat 92/sGreat 92/s
Z-Image Turbo 6BGreat about 15 sGreat about 15 sGreat about 15 s
Wan 2.2 5BGreat about 4 minGreat about 4 minGreat about 4 min
gpt-oss 20BGreat 98/sGreat 98/sGreat 98/s
ACE-Step 1.5Great about 47 sGreat about 47 sGreat about 47 s
FLUX.2 klein 4BGreat about 11 sGreat about 11 sGreat about 11 s
Phi-4 14BGreat 47/sGreat 47/sGreat 47/s
Gemma 4 12BGreat 54/sGreat 54/sGreat 54/s
Stable Diffusion XLGreat about 7 sGreat about 7 sGreat about 7 s
Qwen3 TTS 1.7BGreat about 17 sGreat about 17 sGreat about 17 s
Gemma 4 E4BGreat 134/sGreat 134/sGreat 134/s
Qwen 3.5 9BGreat 65/sGreat 65/sGreat 65/s
Qwen3 VL 8BGreat 71/sGreat 71/sGreat 71/s
DeepSeek R1 8BGreat 83/sGreat 83/sGreat 83/s
Qwen2.5 Coder 7BGreat 92/sGreat 92/sGreat 92/s
Gemma 4 E2BGreat 190+/sGreat 190+/sGreat 190+/s
Whisper large-v3 turboGreat about 25 sGreat about 25 sGreat about 25 s
Qwen 3.5 4BGreat 131/sGreat 131/sGreat 131/s
Kokoro TTSGreat about 4 sGreat about 4 sGreat about 4 s

Text models show words a second. Image, video and voice models show the time per job (image, 4 second clip, minute of speech or similar).

Each configuration in detail

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M3 Ultra with 96 GB

About 91 GB is usable by the GPU. The largest chat or coding model that fits is Qwen 3.5 122B A10B (85.5 GB), generating about 38 words a second with 5.7 GB to spare. The quickest is Gemma 4 E2B at about 190+ words a second. Closest miss: DeepSeek V3 671B, which needs about 424.7 GB (334 GB more than this configuration can give the GPU).

Find M3 Ultra Macs with 96 GB on Amazon

M3 Ultra with 256 GB

About 243 GB is usable by the GPU. The largest chat or coding model that fits is Qwen 3.5 122B A10B (85.5 GB), generating about 41 words a second with 157.7 GB to spare. The quickest is Gemma 4 E2B at about 190+ words a second. Closest miss: DeepSeek V3 671B, which needs about 424.7 GB (182 GB more than this configuration can give the GPU).

Find M3 Ultra Macs with 256 GB on Amazon

M3 Ultra with 512 GB

About 486 GB is usable by the GPU. The largest chat or coding model that fits is DeepSeek V3 671B (424.7 GB), generating about 11 words a second with 61.7 GB to spare. The quickest is Gemma 4 E2B at about 190+ words a second. Nothing popular is out of reach.

Find M3 Ultra Macs with 512 GB on Amazon

Questions

How much memory do I need on M3 Ultra for local AI?

For everyday chat, 96 GB runs 30 of 31 models well. 256 GB to 512 GB unlocks 1 more: DeepSeek V3 671B.

Can M3 Ultra run Gemma 4 31B?

Yes, from 96 GB of memory, at about 22 words a second.

How fast is M3 Ultra for local AI?

96 GB runs gpt-oss 20B at about 98 words a second; 256 GB runs gpt-oss 20B at about 98 words a second; 512 GB runs gpt-oss 20B at about 98 words a second.

What an upgrade would unlock

You are already at the top end. Nothing popular is out of reach except the giant server models.

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