Hardware
Apple M3 Ultra
Apple M3 Ultra has 96 / 256 / 512 GB Unified and 819 GB/s. See which open models fit, at which quant, and roughly how fast. Figures below use the default memory (96 GB). Updated 2026-10-17.
Memory96 / 256 / 512 GB Unified
Bandwidth819 GB/s
Kindmac
Year2025
Apple quotes 819 GB/s and up to 512GB unified memory. Source.
RSS for new models on this device
Models that fit
| Model | Verdict | Quant | Context | tok/s |
|---|---|---|---|---|
| gpt oss 120b 117B | Tight fit | UD-Q8_K_XL | 8K | 37–50 |
| Mistral Small 4 119B 2603 119B | Tight fit | UD-Q4_K_XL | 8K | 33–45 |
| GLM 4.5 Air 110B | Tight fit | UD-Q4_K_XL | 8K | 28–39 |
| Llama 4 Scout 17B 16E Instruct 108B | Runs | UD-Q4_K_XL | 8K | 30–42 |
| GLM 4.6V 107B | Tight fit | UD-Q4_K_XL | 8K | 29–40 |
| Qwen3.5 122B A10B MTP 125B | Tight fit | UD-Q4_K_S | 8K | 74–101 |
| NVIDIA Nemotron 3 Super 120B A12B 121B | Tight fit | IQ4_NL | 8K | 63–86 |
| Qwen3 Coder Next 79.7B | Tight fit | UD-Q6_K_XL | 8K | 34–47 |
| Qwen3 Next 80B A3B Instruct 79.7B | Tight fit | UD-Q6_K_XL | 8K | 133–181 |
| Qwen3 Next 80B A3B Thinking 79.7B | Tight fit | UD-Q6_K_XL | 8K | 133–181 |
| Step 3.7 Flash 197B | Tight fit | UD-Q2_K_XL | 4K | 25–35 |
| MiniMax M2 229B | Tight fit | UD-IQ1_M | 8K | 31–42 |
| Qwen3.8 Flash Next 177B | Tight fit | UD-IQ1_S | 8K | 36–49 |
| Qwen2.5 Coder 32B Instruct 32.8B | Runs great | Q8_0 | 8K | 12–17 |
| Kwaipilot KAT Coder V2.5 Dev 34.7B | Tight fit | BF16 | 8K | 35–48 |
| Qwen3.8 35B A3B Distill 35.5B | Tight fit | BF16 | 8K | 73–100 |
| Qwen3.6 35B A3B 34.7B | Tight fit | BF16 | 8K | 73–100 |
| Qwen3.5 35B A3B 34.7B | Tight fit | BF16 | 8K | 73–100 |
| NVIDIA Nemotron 3.5 Lightning 30B A3B 32.9B | Tight fit | BF16 | 8K | 70–95 |
| NVIDIA Nemotron 3 Nano Omni 30B A3B Reasoning 31.6B | Runs great | UD-Q8_K_XL | 8K | 119–162 |
| Nemotron 3 Nano 30B A3B 31.6B | Runs | BF16 | 8K | 70–95 |
| GLM 4.7 Flash 29.9B | Runs | BF16 | 8K | 34–47 |
| Qwen3 Coder 30B A3B Instruct 30.5B | Runs | BF16 | 8K | 66–90 |
| Qwen3 30B A3B Instruct 2507 30.5B | Runs | BF16 | 8K | 66–90 |
| Qwen3 VL 30B A3B Instruct 30.5B | Runs | BF16 | 8K | 66–90 |
| Qwen3 30B A3B Thinking 2507 30.5B | Runs | BF16 | 8K | 66–90 |
| gemma 4 26B A4B it 25.2B | Runs | BF16 | 8K | 45–61 |
| LFM2.5 24B A2B 24.0B | Runs | BF16 | 8K | 96–131 |
| GLM 4.7 Flash REAP 23B A3B 23.0B | Runs | BF16 | 8K | 70–95 |
| gpt oss 20b 20.9B | Runs great | UD-Q8_K_XL | 8K | 112–152 |
| Qwen2.5 14B Instruct 14.8B | Runs great | F16 | 8K | 14–20 |
| Qwen3 14B 14.8B | Runs great | BF16 | 8K | 15–20 |
| NousResearch Hermes 4 14B 14.8B | Runs great | BF16 | 8K | 15–20 |
| DeepSeek R1 Distill Qwen 14B 14.8B | Runs great | F16 | 8K | 14–20 |
| Qwen2.5 Coder 14B Instruct 128K 14.8B | Runs great | F16 | 8K | 14–20 |
| phi 4 14.7B | Runs great | F16 | 8K | 15–20 |
| Ministral 3 14B Instruct 2512 13.5B | Runs great | BF16 | 8K | 16–22 |
| Ministral 3 14B Reasoning 2512 13.5B | Runs great | BF16 | 8K | 16–22 |
| gemma 4 12b it 11.9B | Runs great | BF16 | 8K | 17–23 |
| GLM 4.6V Flash 9.4B | Runs great | BF16 | 8K | 24–32 |
90 more models in the catalog do not fit this default profile, or ranked below the first 40 that do.
Example: Tight fit fully in unified memory on your Apple M3 Ultra at UD-Q8_K_XL, 8K context, about 37–50 tok/s. Weights 60.0 GB plus 0.29 GB of KV cache — 61.2 GB of 72.0 GB usable. Up to 128K context still fits. Weights shown in the verdict use GiB (the same 1024³ counting as GPU memory).