Mirai's uzu hits 123 tok/s decode on Apple M5 Max 128GB, fastest for Qwen-3.8 27B

teortaxesTex · x · 2026-10-20

Mirai released a new version of its open-source high-performance inference engine uzu (trymirai/uzu) and benchmarked Qwen-3.8 27B on Apple M5 Max 128GB: 123 tok/s output (with speculative decoding) vs Splash 104, MTPLX 71, oMLX 62, MLX 33, llama.cpp 31; input throughput 1668 tok/s, also fastest. Its new Mirai quantization checkpoints reportedly match Unsloth's quality frontier and clearly beat MLX, shown via a KL-divergence vs size Pareto plot.

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