RigBench data 2026-10-22

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Qwen3 4B on the Apple M4 Max (40-core GPU)

Qwen3 4B runs at about 162 tokens/s on the Apple M4 Max (40-core GPU) (measured, MLX-4bit, MLX, apple-silicon-llm-bench).

Best measured generation162tok/s

MLX-4bit · MLX

The source gives no prompt-processing figure.

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
MLX-4bitMLX 162–short-chat decode (warm median) john-rocky mlx-swift, mlx-community/Qwen3-4B-4bit (Q4); Mac Studio M4 Max 40-core GPU; captured 2026-07-13; warm = median of same-session warm runs, thermal-nominal startjohn-rocky apple-silicon-llm-bench (MIT)

tg128 = generating 128 tokens; pp512 = reading a 512-token prompt (llama-bench). LocalScore averages several prompt and output lengths, so its numbers run lower than tg128. "decode, llama-server" = single-stream generation speed measured against a running llama-server (no speculative decoding).

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