Run Mistral Small 4 on M4 Ultra

Yes — Mistral Small 4 (119B) runs at 45 tok/s on M4 Ultra with 192 GB RAM using Q4_K_M quantization via MLX. First token latency is 0.7s. Mistral's 119B MoE model with enterprise-grade quality — requires 128 GB Mac.

Speed
45
tok/s
First Token
0.7
seconds
RAM Needed
192
GB minimum
Engine
MLX
recommended

Benchmark Details

LLMCheck measured Mistral Small 4 on M4 Ultra using the standard methodology: Q4_K_M quantization, 256-token input, 512-token output, 3 runs averaged on a freshly-booted system.

MetricValue
Tokens per second45 tok/s
Time to first token0.7s
QuantizationQ4_K_M
Minimum RAM192 GB
Recommended engineMLX
Parameters119B
Benchmark date2026-04

Q4_K_M 119B MLX M4 Ultra

Setup Guide: Run Mistral Small 4 on M4 Ultra

The recommended engine for Mistral Small 4 on M4 Ultra is MLX. Install with pip and pull the model:

pip install mlx-lm
mlx_lm.generate --model mlx-community/mistral-small-4-q4_k_m --prompt "Hello!"

Alternatively, you can use Ollama for a simpler setup:

ollama run mistral-small:4

Performance on Other Apple Silicon Chips

ChipSpeedFirst TokenMin RAMEngine
M5 Max 42 tok/s 0.8s 128 GB MLX
M5 Max 38 tok/s 0.9s 128 GB Ollama

System Requirements

To run Mistral Small 4 on M4 Ultra you need:

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