Run Qwen3-235B-A22B on M4 Ultra

Yes — Qwen3-235B-A22B (235B) runs at 22 tok/s on M4 Ultra with 192 GB RAM using Q4_K_M quantization via MLX. First token latency is 1.5s. Alibaba's massive 235B MoE (22B active) — near-cloud quality locally.

Speed
22
tok/s
First Token
1.5
seconds
RAM Needed
192
GB minimum
Engine
MLX
recommended

Benchmark Details

LLMCheck measured Qwen3-235B-A22B 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 second22 tok/s
Time to first token1.5s
QuantizationQ4_K_M
Minimum RAM192 GB
Recommended engineMLX
Parameters235B
Benchmark date2026-04

Q4_K_M 235B MLX M4 Ultra

Setup Guide: Run Qwen3-235B-A22B on M4 Ultra

The recommended engine for Qwen3-235B-A22B on M4 Ultra is MLX. Install with pip and pull the model:

pip install mlx-lm
mlx_lm.generate --model mlx-community/qwen3-235b-a22b-q4_k_m --prompt "Hello!"

Alternatively, you can use Ollama for a simpler setup:

ollama run qwen3:235b-a22b

Performance on Other Apple Silicon Chips

ChipSpeedFirst TokenMin RAMEngine
M5 Max 18 tok/s 1.8s 128 GB MLX
M5 Max 15 tok/s 2.2s 128 GB Ollama

System Requirements

To run Qwen3-235B-A22B on M4 Ultra you need:

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