llamaperf

Qwen3.8 27B

on M5 Pro 64GB · Inco Splash · 4,096 ctx

Tone: positiveApple hardware
Oct 6, 2026
Throughput
35.3 t/s gen · 528.9 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8_0 (GGUF)
System RAM
64 GB

Summary

User benchmarks Qwen3.8 27B at 35.28 t/s decode and 528.91 t/s prefill on an M5 Pro 64GB Mac Mini. Setup is Splash with Q8_0 GGUF weights and 4k input prompts. User also compares llama.cpp, MLX, and Splash across several quants, and reports an M1 Max 64GB Splash run at 135.96 t/s decode and 915.01 t/s prefill. User settled on Splash with Q8_0 and is happy with the results.