Apple Unveils New Mac Mini With M6 Chip, Doubling Down on On-Device AI

Kumail Shah
Kumail Shah - Founder & Editor
Image Credits: Apple

Apple has announced a new Mac mini built around its M6 chip, alongside a Mac Studio update, with the company framing both desktops as dedicated hardware for running AI models directly on the machine rather than through the cloud.

What’s New

The M6 chip in the new Mac mini features a 12-core CPU and 12-core GPU, up from 10 cores each in the previous M5 generation, along with the first dual Neural Engine Apple has built, consisting of two 16-core engines. Memory bandwidth rises to 170GB/s, up from 153GB/s. Apple says the M6 Mac mini delivers up to 40 percent faster CPU performance, up to four times faster AI performance, twice the graphics performance and twice the storage speed compared with the previous M4 model.

The mini is also available with the M5 Pro chip released earlier this year, in configurations with either a 15-core CPU and 16-core GPU, or an 18-core CPU and 20-core GPU. Apple said the chips are designed to let developers run and fine-tune large AI models locally on the machine rather than relying on cloud-based services.

Part of a Broader AI Push

The announcement comes as demand for compact desktop machines capable of running AI models locally has surged. Mac minis reportedly sold out earlier this year as developers and hobbyists sought inexpensive, always-on hardware to run open-weight AI models and autonomous agent software at home, a trend Apple CEO Tim Cook acknowledged in an April earnings call, saying the company needed “several months” to bring Mac mini and Mac Studio supply back in balance with demand.

Alongside the Mac mini, Apple introduced a new Mac Studio featuring the M5 Max chip and an all-new M5 Ultra, which the company said delivers a further leap in AI performance for more demanding workloads such as fine-tuning larger models.

Timing and Availability

The refresh arrives ahead of Apple’s iPhone 18 Pro launch event, expected in the coming weeks, and follows the August opening of Apple’s Advanced Manufacturing Center in Houston, Texas, where the company has said Mac mini production will begin this year. Apple Intelligence features tied to the new hardware are currently available through the Apple Beta Software Program and are expected to roll out more broadly with macOS 27 this fall.

Why It Matters

The shift in framing, from Mac mini as a budget desktop to Mac mini as a dedicated local AI appliance, reflects a broader industry trend toward running AI workloads on personal hardware rather than exclusively through data centres. For developers and small businesses wary of cloud costs or data privacy concerns tied to sending information to third-party AI services, a more powerful on-device option adds a meaningful alternative, even as the broader AI industry continues to invest heavily in cloud-based infrastructure.

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By Kumail Shah Founder & Editor
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Kumail Shah is the Founder and Editor of Wire Examiner, where he oversees content and editorial strategy.
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