System · mini pc

Mac mini M4 Pro 48 GB

Runs models up to ~57B parameters at 4-bit in unified memory. Compact 48 GB unified memory desktop.

Unified memory: 48 GB
System RAM: Shared
Runs: 16 of 19model variants, 8K
Estimated cost: ~$1,800

What it runs

Largest models that fit without spilling into system memory, at an 8K contextHow much text the model can consider at once, counted in tokens — roughly ¾ of a word each..

Everything →

Variant
Mixtral 8x7B Instruct v0.1
46.7B · Q4_K_M via llama.cpp
Runs well
~21 tok/s est.
Variant
Qwen2.5 32B Instruct
32.8B · Q5_K_M via llama.cpp
Runs well
~7 tok/s est.
Variant
Qwen2.5-Coder 32B Instruct
32.8B · Q4_K_M via llama.cpp
Runs well
~9 tok/s est.
Variant
DeepSeek-R1-Distill-Qwen-32B
32.8B · Q4_K_M via llama.cpp
Runs well
~9 tok/s est.
Variant
Qwen3 30B-A3B
30.5B · Q8_0 via llama.cpp
Tight fit
~44 tok/s est.
Variant
Gemma 3 27B IT
27.4B · Q4_K_M via llama.cpp
Runs well
~10 tok/s est.
Variant
Gemma 2 27B IT
27.2B · Q4_K_M via llama.cpp
Runs well
~10 tok/s est.
Variant
Mistral Small 24B Instruct 2501
23.6B · Q6_K via llama.cpp
Runs well
~9 tok/s est.
Variant
Qwen2.5 14B Instruct
14.8B · Q6_K via llama.cpp
Runs well
~14 tok/s est.
Variant
Phi-4
14.7B · Q8_0 via llama.cpp
Runs well
~11 tok/s est.

Components

1× Hardware Apple M4 Pro (20-core GPU) soc

Measured performance

No performance measurements recorded yet.

Community results

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Reviews

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