Mac mini M4 16GB vs AMD Radeon RX 7900 XT

For running models locally, priced in Germany. At 8k context the first runs 13 models fully in memory, the second 23.

In short

The AMD Radeon RX 7900 XT has more memory for models: 20 GB against 16 GB. At 8k context the AMD Radeon RX 7900 XT runs 23 of the models we track fully in memory and the Mac mini M4 16GB 13; only the AMD Radeon RX 7900 XT holds Qwen 3.8 27B. On the models both run fully in memory, the AMD Radeon RX 7900 XT is about 5.6× as fast as the Mac mini M4 16GB (estimated, median across models). In Germany the Mac mini M4 16GB costs 800 € at eBay and the AMD Radeon RX 7900 XT 855 € at Amazon: the Mac mini M4 16GB is 55 € cheaper.

Updated . Speeds are estimates; how they are worked out.

Specifications

SpecMac mini M4 16GBAMD Radeon RX 7900 XT
ChipApple M4 (10-core GPU)–
Memory bus128-bit320-bit
Memory bandwidth120 GB/s800 GB/s
FP16 compute3.76 TFLOPS103 TFLOPS
SoftwareMetalROCm
Unified memory16 GB–
GPU can use by default10.7 GB–
GPU can use, tuned10.666666666666666 GB–
Operating systemmacos–
ProcessorM4 10-core–
Storage256 GB–
GPU–Radeon RX 7900 XT
Memory–20 GB GDDR6
Board power–315 W
PCIe generation–Gen 4
PCIe lanes–x16

What each runs

Estimated decode speed with the most precise quant that fits each one est.

ModelMac mini M4 16GBAMD Radeon RX 7900 XT
Qwen 3.8 27Bwon't run26tok/sUD-Q4_K_M
Qwen 3.6 27Bwon't run25tok/sQ4_K_M
Qwen 3.5 27Bwon't run25tok/sQ4_K_M
Gemma 4 26B-A4Bwon't run88tok/sUD-Q4_K_M
Devstral Small 2 24Bwon't run24tok/sQ5_K_M
GLM 4.7 Flashwon't run76tok/sQ4_K_M
Qwen3 Coder 30B-A3Bwon't run100tok/sQ4_K_M
gpt-oss 20Bwon't run100tok/sMXFP4
Gemma 4 12B8tok/sQ6_K34tok/sQ8_0
Qwen 3.5 9B8tok/sQ8_045tok/sQ8_0
Gemma 3 27Bwon't run25tok/sQ4_K_M
Mistral Small 3.2 24Bwon't run24tok/sQ5_K_M
Ministral 3 14B8tok/sQ4_K_M28tok/sQ8_0
Qwen3 14B8tok/sQ4_K_M26tok/sQ8_0
DeepSeek R1 0528 Qwen3 8B8tok/sQ8_044tok/sQ8_0
Qwen3 8B8tok/sQ8_044tok/sQ8_0
Phi-4 14B7tok/sQ4_K_M26tok/sQ8_0
Qwen 3.5 4B16tok/sQ8_092tok/sQ8_0
Ministral 3 8B8tok/sQ8_043tok/sQ8_0
Granite 4.2 8B7tok/sQ8_041tok/sQ8_0
Gemma 4 E4B9tok/sQ8_052tok/sQ8_0
LFM2.5 8B-A1B32tok/sQ8_0180tok/sQ8_0
Llama 3.1 8B10tok/sQ6_K57tok/sQ6_K
Qwen 3.5 122B-A10Bwon't runoffload
Gemma 4 31Bwon't runoffload
Mistral Small 4 119Bwon't runoffload
Qwen 3.6 35B-A3Bwon't runoffload
GLM 4.5 Airwon't runoffload
Qwen 3.5 35B-A3Bwon't runoffload
Nemotron 3.5 Lightning 30B-A3Bwon't runoffload
Kimi Linear 48B-A3Bwon't runoffload
Qwen3 32Bwon't runoffload
DeepSeek R1 Distill Qwen 32Bwon't runoffload
Llama 3.3 70Bwon't runoffload
DeepSeek V4 Flashwon't runwon't run
GLM 5.3 Flashwon't runwon't run
Qwen 3.8 Flash Nextwon't runwon't run
MiniMax M2.7won't runwon't run
Nemotron 3 Super 120B-A12Bwon't runwon't run
Qwen3 Coder Nextwon't runwon't run
gpt-oss 120Bwon't runwon't run
Qwen3 Next 80B-A3Bwon't runwon't run

Questions

Which is better for local AI, the Mac mini M4 16GB or the AMD Radeon RX 7900 XT?
Choose the AMD Radeon RX 7900 XT to run bigger models. Choose the AMD Radeon RX 7900 XT 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 7900 XT?
At 8k context the AMD Radeon RX 7900 XT runs 23 of the models we track fully in memory and the Mac mini M4 16GB 13; only the AMD Radeon RX 7900 XT holds Qwen 3.8 27B.
Which is faster for local AI, the Mac mini M4 16GB or the AMD Radeon RX 7900 XT?
On the models both run fully in memory, the AMD Radeon RX 7900 XT is about 5.6× 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 7900 XT?
In Germany the Mac mini M4 16GB costs 800 € at eBay and the AMD Radeon RX 7900 XT 855 € at Amazon: the Mac mini M4 16GB is 55 € cheaper.

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