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Apple’s new Mac mini leans heavily into local AI with M6

NADINE J.
NADINE J.
44 minutes ago

Apple is giving the Mac mini a substantial silicon upgrade for 2026, introducing configurations powered by the new M6 and M5 Pro chips while positioning its smallest desktop increasingly as a machine for local AI workloads. The familiar compact design remains, but the bigger changes are happening inside, from considerably faster AI acceleration to upgraded networking and storage performance.

The headline model is the Mac mini with M6. Apple’s latest chip brings a 12-core CPU, adding two cores over the previous generation, alongside a 12-core GPU. More significantly, every GPU core now incorporates a Neural Accelerator, reflecting Apple’s broader effort to distribute machine-learning processing across different parts of its silicon rather than relying exclusively on the Neural Engine.

Apple says the M6 Mac mini delivers up to four times the AI performance and twice the graphics performance of the M4 model. The new Dual 16-core Neural Engine is itself rated at up to twice the performance of the previous generation. Apple also claims CPU performance gains of up to 40 percent. As usual, these figures come from Apple’s internal testing, so independent benchmarks will provide a better indication of how large the improvements are across typical workloads.

Memory starts at 16GB and can be configured to 32GB, with bandwidth reaching 170GB/s. Apple is particularly emphasizing local large language model performance, claiming prompt processing in LM Studio can be up to 4.8 times faster than on the M4 Mac mini. The company is also pitching the system for “always-on” AI agents, although how compelling that use case becomes will depend as much on available software as raw silicon performance.

For users needing considerably more headroom, the M5 Pro version scales to an 18-core CPU and 20-core GPU, again with Neural Accelerators integrated into every GPU core. Unified memory increases to a maximum of 64GB with 307GB/s of bandwidth, making it better suited to larger local AI models, complex 3D projects, software development and demanding video workflows. Apple claims up to four times faster LLM prompt processing than M4 Pro and 1.4 times faster ray-traced Blender rendering.

Connectivity receives a useful update across both configurations. Wi-Fi 7, Bluetooth 6 and 2.5Gb Ethernet are now standard, with 10Gb Ethernet available as an option. M6 models provide three Thunderbolt 4 ports, while M5 Pro configurations move to Thunderbolt 5. Apple says multiple M5 Pro Mac minis can also be clustered over Thunderbolt 5 for larger AI workloads.

Both machines ship with macOS 27 Golden Gate, which brings improvements to Spotlight, Photos, Mail, Safari and other system applications. Apple has also added USB-C genlock support for synchronising displays and cameras in production environments.

Pre-orders begin August 25, with availability from September 22. In the UAE, the M6 Mac mini starts at AED 3,799, while the M5 Pro model begins at AED 7,299.

The Mac mini remains physically small, but Apple’s priorities for it are shifting. With dedicated AI acceleration spreading through the GPU, higher memory bandwidth and an explicit push toward persistent local AI workloads, the 2026 update increasingly looks like a compact compute platform rather than simply Apple’s entry-level desktop.

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