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.
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.
| Metric | Value |
|---|---|
| Tokens per second | 22 tok/s |
| Time to first token | 1.5s |
| Quantization | Q4_K_M |
| Minimum RAM | 192 GB |
| Recommended engine | MLX |
| Parameters | 235B |
| Benchmark date | 2026-04 |
Q4_K_M 235B MLX M4 Ultra
The recommended engine for Qwen3-235B-A22B on M4 Ultra is MLX. Install with pip and pull the model:
Alternatively, you can use Ollama for a simpler setup:
| Chip | Speed | First Token | Min RAM | Engine |
|---|---|---|---|---|
| M5 Max | 18 tok/s | 1.8s | 128 GB | MLX |
| M5 Max | 15 tok/s | 2.2s | 128 GB | Ollama |
To run Qwen3-235B-A22B on M4 Ultra you need:
See how Qwen3-235B-A22B stacks up against other models on your specific Mac hardware.
Open Compare Tool Full Leaderboard