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Apple ML Research: Muse Spark Open with MLX on Mac Studio

AI summary

The M5 Ultra, compared to the M3 Ultra, demonstrates significant speedups in Time to First Token (TTFT) for Qwen 3.8 and Mistral Medium 3.5, especially in compute-bound workloads. Its 1.2 TB/s unified memory bandwidth (vs 819 GB/s on M3 Ultra) also provides a key advantage in memory-bandwidth bound decode operations. The Mac Studio with M5 Ultra consumes about 300W, making it energy-efficient for LLM inference and suitable for home or office AI deployment.

Why this one

This report uniquely details the M5 Ultra's performance gains over the M3 Ultra, specifically highlighting its 1.2 TB/s memory bandwidth compared to the M3 Ultra's 819 GB/s.

Time & source

Times shown in UTC

Display time zone: UTC

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IngestedOffset at this time: UTC+0Oct 16, 2026, 15:00 UTC

Ingested
Oct 16, 2026, 15:00
Source type
Unclassified
Breakout verdict
Basis
Running about 3.7× the median of this source's recent listed items
Metric comparison
287 vs median 78 (20 baseline samples)
Detected
10/16, 23:00

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Source·Hacker News·machinelearning.apple.com