Yes — Qwen 4 Preview 32B-A3B (32B) runs at 52 tok/s on M5 Pro with 64 GB RAM using Q4_K_M quantization via MLX. First token latency is 0.7s. A capable open-source LLM with 32B parameters.
Want to run Qwen 4 Preview 32B-A3B faster — or step up to bigger models? Find your Mac →The LLMCheck index estimates Qwen 4 Preview 32B-A3B on M5 Pro using our published methodology: Q4_K_M quantization, memory-bandwidth scaling, and cross-referenced third-party benchmarks where available. Figures are transparent estimates — own this config? Submit a real benchmark →
| Metric | Value |
|---|---|
| Tokens per second | 52 tok/s |
| Time to first token | 0.7s |
| Quantization | Q4_K_M |
| Minimum RAM | 64 GB |
| Recommended engine | MLX |
| Parameters | 32B |
| Benchmark date | 2026-05 |
Q4_K_M 32B MLX M5 Pro
The recommended engine for Qwen 4 Preview 32B-A3B on M5 Pro 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 | 78 tok/s | 0.5s | 128 GB | MLX |
| M5 Max | 65 tok/s | 0.6s | 64 GB | Ollama |
| M4 Max | 60 tok/s | 0.7s | 128 GB | Ollama |
| M4 Pro | 58 tok/s | 0.8s | 24 GB | Ollama |
| M3 Max | 45 tok/s | 0.9s | 64 GB | Ollama |
| M3 Pro | 32 tok/s | 1.2s | 18 GB | Ollama |
To run Qwen 4 Preview 32B-A3B on M5 Pro you need:
Qwen 4 Preview 32B-A3B needs about 64 GB of unified memory. These current Apple Silicon Macs have the headroom to run it comfortably:
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See how Qwen 4 Preview 32B-A3B stacks up against other models on your specific Mac hardware.
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