Mac mini M4 16GB vs AMD Radeon RX 9070
For running models locally, priced in the US. At 64k context the first runs 21 models fully in memory, the second 31.
In short
Both have 16 GB of memory for models; the Mac mini M4 16GB has 120 GB/s of bandwidth and the AMD Radeon RX 9070 640 GB/s. At 64k context the AMD Radeon RX 9070 runs 31 of the models we track fully in memory and the Mac mini M4 16GB 21; only the AMD Radeon RX 9070 holds gpt-oss 20B. On the models both run fully in memory, the AMD Radeon RX 9070 is about 4.5× as fast as the Mac mini M4 16GB (estimated, median across models). In the US the Mac mini M4 16GB costs $730 at eBay and the AMD Radeon RX 9070 $754 at eBay: the Mac mini M4 16GB is $24 cheaper.
Updated . Speeds are estimates; how they are worked out.
Specifications
| Spec | Mac mini M4 16GB | AMD Radeon RX 9070 |
|---|---|---|
| Chip | Apple M4 (10-core GPU) | – |
| Memory bus | 128-bit | 256-bit |
| Memory bandwidth | 120 GB/s | 640 GB/s |
| FP16 compute | 3.76 TFLOPS | 36.1 TFLOPS |
| Software | Metal | ROCm |
| Unified memory | 16 GB | – |
| GPU can use by default | 10.7 GB | – |
| GPU can use, tuned | 10.666666666666666 GB | – |
| Operating system | macos | – |
| Processor | M4 10-core | – |
| Storage | 256 GB | – |
| GPU | – | Radeon RX 9070 |
| Memory | – | 16 GB GDDR6 |
| Board power | – | 220 W |
| PCIe generation | – | Gen 5 |
| PCIe lanes | – | x16 |
What each runs
Estimated decode speed with the most precise quant that fits each one est.
| Model | Mac mini M4 16GB | AMD Radeon RX 9070 |
|---|---|---|
| gpt-oss 20B | won't run | 52tok/sMXFP4 |
| Gemma 4 12B | 8tok/sQ5_K_M | 25tok/sQ8_0 |
| Qwen 3.5 9B | 8tok/sQ6_K | 30tok/sQ8_0 |
| DeepSeek R1 0528 Qwen3 8B | won't run | 24tok/sQ4_K_M |
| Qwen3 8B | won't run | 24tok/sQ4_K_M |
| Qwen 3.5 4B | 12tok/sQ8_0 | 53tok/sQ8_0 |
| Ministral 3 8B | won't run | 25tok/sQ4_K_M |
| Gemma 4 E4B | 8tok/sQ8_0 | 35tok/sQ8_0 |
| LFM2.5 8B-A1B | 12tok/sUD-Q6_K | 49tok/sQ8_0 |
| Llama 3.1 8B | won't run | 25tok/sQ5_K_M |
| Qwen2.5 0.5B | 58tok/sQ8_0 | 263tok/sQ8_0 |
| Qwen3.5 0.8B | 48tok/sQ8_0 | 215tok/sQ8_0 |
| Qwen3.5 2B | 35tok/sQ5_K_M | 156tok/sQ5_K_M |
| DeepSeek R1 Distill Qwen 1.5B | 21tok/sQ8_0 | 93tok/sQ8_0 |
| Mellum2.1 12B A2.5B Thinking | 17tok/sQ4_K_M | 58tok/sQ8_0 |
| MiniCPM5 2B | 14tok/sQ8_0 | 64tok/sQ8_0 |
| Spark X2.5 4B | 14tok/smlx-4bit | 64tok/smlx-4bit |
| FrogNano 4B 2609 | 11tok/sQ8_0 | 52tok/sQ8_0 |
| LFM2.5 2.6B | 11tok/sQ8_0 | 51tok/sQ8_0 |
| LFM2.5 VL 3B | 11tok/sQ8_0 | 51tok/sQ8_0 |
| GLM 4.6V Flash | 9tok/sQ4_K_M | 28tok/sQ8_0 |
| granite vision 4.1 4b | 9tok/sQ8_0 | 39tok/sQ8_0 |
| granite 4.2 3b | 8tok/sQ8_0 | 38tok/sQ8_0 |
| GLM 4 9B 0414 | 8tok/smlx-4bit | 32tok/smlx-5bit |
| Ministral 3 3B Instruct 2512 | 8tok/sQ6_K | 33tok/sQ8_0 |
| DeepSeek R1 Distill Qwen 7B | 8tok/sQ6_K | 30tok/sQ8_0 |
| DeepSeek R1 Distill Llama 8B | won't run | 25tok/sQ5_K_M |
| GLM 4.1V 9B Thinking | won't run | 24tok/smlx-8bit |
| Kimi VL A3B | won't run | 50tok/smlx-5bit |
| Kimi VL A3B Thinking 2506 | won't run | 53tok/sQ4_K_M |
| Ministral 3 8B Reasoning 2512 | won't run | 25tok/sQ4_K_M |
| Qwen 3.8 27B | won't run | offload |
| Qwen 3.6 27B | won't run | offload |
| Gemma 4 31B | won't run | offload |
| Mistral Small 4 119B | won't run | offload |
| Qwen 3.5 27B | won't run | offload |
| Qwen 3.6 35B-A3B | won't run | offload |
| Gemma 4 26B-A4B | won't run | offload |
| Devstral Small 2 24B | won't run | offload |
| GLM 4.7 Flash | won't run | offload |
| Qwen 3.5 35B-A3B | won't run | offload |
| Nemotron 3.5 Lightning 30B-A3B | won't run | offload |
| Kimi Linear 48B-A3B | won't run | offload |
| Qwen3 Coder 30B-A3B | won't run | offload |
| Qwen3 32B | won't run | offload |
| DeepSeek R1 Distill Qwen 32B | won't run | offload |
| Gemma 3 27B | won't run | offload |
| Mistral Small 3.2 24B | won't run | offload |
| Ministral 3 14B | won't run | offload |
| Qwen3 14B | won't run | offload |
| Phi-4 14B | won't run | offload |
| Granite 4.2 8B | won't run | offload |
| DeepSeek R1 Distill Qwen 14B | won't run | offload |
| Devstral Small 2507 | won't run | offload |
| LFM2.5 24B A2B | won't run | offload |
| Magistral Small 2506 | won't run | offload |
| Magistral Small 2507 | won't run | offload |
| Magistral Small 2509 | won't run | offload |
| Ministral 3 14B Reasoning 2512 | won't run | offload |
| Muse Glimmer 30B | won't run | offload |
| Qwen3.8 27B OBLITERATED | won't run | offload |
| granite 4.2 30b | won't run | offload |
| DeepSeek V4 Flash | won't run | won't run |
| GLM 5.3 Flash | won't run | won't run |
| Qwen 3.8 Flash Next | won't run | won't run |
| MiniMax M2.7 | won't run | won't run |
| Qwen 3.5 122B-A10B | won't run | won't run |
| Nemotron 3 Super 120B-A12B | won't run | won't run |
| Qwen3 Coder Next | won't run | won't run |
| gpt-oss 120B | won't run | won't run |
| GLM 4.5 Air | won't run | won't run |
| Qwen3 Next 80B-A3B | won't run | won't run |
| Llama 3.3 70B | won't run | won't run |
| DeepSeek R1 | won't run | won't run |
| DeepSeek R1 0528 | won't run | won't run |
| DeepSeek R1 Distill Llama 70B | won't run | won't run |
| DeepSeek R1 Zero | won't run | won't run |
| DeepSeek V3 | won't run | won't run |
| DeepSeek V3 0324 | won't run | won't run |
| DeepSeek V3.1 | won't run | won't run |
| DeepSeek V3.1 Terminus | won't run | won't run |
| DeepSeek V3.2 | won't run | won't run |
| DeepSeek V4 Flash 0731 | won't run | won't run |
| DeepSeek V4 Flash Vision Exp | won't run | won't run |
| Devstral 2 123B Instruct 2512 | won't run | won't run |
| GLM 4.5 | won't run | won't run |
| GLM 4.5V | won't run | won't run |
| GLM 4.6 | won't run | won't run |
| GLM 4.6V | won't run | won't run |
| GLM 4.7 | won't run | won't run |
| GLM 5 | won't run | won't run |
| GLM 5.1 | won't run | won't run |
| GLM 5.2 | won't run | won't run |
| GLM 5.3 | won't run | won't run |
| Kimi Dev 72B | won't run | won't run |
| Kimi K2 | won't run | won't run |
| Kimi K2 Instruct 0905 | won't run | won't run |
| Kimi K2 Thinking | won't run | won't run |
| Kimi K2.5 | won't run | won't run |
| MiniMax M2 | won't run | won't run |
| MiniMax M2.1 | won't run | won't run |
| MiniMax M2.5 | won't run | won't run |
| MiniMax M3 | won't run | won't run |
| Mistral Medium 3.5 128B | won't run | won't run |
Questions
- Which is better for local AI, the Mac mini M4 16GB or the AMD Radeon RX 9070?
- Choose the AMD Radeon RX 9070 to run bigger models. Choose the AMD Radeon RX 9070 for speed. Choose the Mac mini M4 16GB to spend less.
- Which can run bigger models, the Mac mini M4 16GB or the AMD Radeon RX 9070?
- At 64k context the AMD Radeon RX 9070 runs 31 of the models we track fully in memory and the Mac mini M4 16GB 21; only the AMD Radeon RX 9070 holds gpt-oss 20B.
- Which is faster for local AI, the Mac mini M4 16GB or the AMD Radeon RX 9070?
- On the models both run fully in memory, the AMD Radeon RX 9070 is about 4.5× as fast as the Mac mini M4 16GB (estimated, median across models).
- What is the price difference between the Mac mini M4 16GB and the AMD Radeon RX 9070?
- In the US the Mac mini M4 16GB costs $730 at eBay and the AMD Radeon RX 9070 $754 at eBay: the Mac mini M4 16GB is $24 cheaper.
More comparisons
- Intel Arc A770 16GB vs AMD Radeon RX 9070
- Intel Arc Pro B60 vs Mac mini M4 16GB
- Mac mini M4 16GB vs Mac mini M4 32GB
- Mac mini M4 16GB vs Mac mini M4 Pro 48GB
- Mac mini M4 16GB vs NVIDIA GeForce RTX 3080 10GB
- Mac mini M4 16GB vs NVIDIA GeForce RTX 4060 Ti 16GB
- Mac mini M4 16GB vs NVIDIA GeForce RTX 4070
- Mac mini M4 16GB vs NVIDIA GeForce RTX 4070 Super
- Mac mini M4 16GB vs NVIDIA GeForce RTX 5060 Ti 16GB
- Mac mini M4 16GB vs NVIDIA GeForce RTX 5070