GMKtec EVO-X3 Delivers Strong Local AI Hardware but Software Setup Falls Short

GMKtec EVO-X3 Delivers Strong Local AI Hardware but Software Setup Falls Short

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GMKtec's EVO-X3 mini PC combines an AMD Ryzen AI Max+ 395 processor with 128GB of unified memory for running AI models locally, but TechRadar's September 12, 2026 review found that its bundled software did not provide the promised ready-to-use experience. The tested 128GB/2TB configuration was listed at $3,799.99, placing it primarily within reach of experienced developers and technical creative professionals.

Desktop-Class AI Hardware

The EVO-X3 uses a 16-core, 32-thread Zen 5 CPU, Radeon 8060S integrated graphics and an XDNA 2 NPU rated at 50 TOPS. Its soldered LPDDR5X-8000 memory can allocate up to 96GB to graphics, allowing the integrated GPU to load models that would exceed the dedicated memory available on many graphics cards. Storage options include 2TB and 4TB SSDs, while two internal M.2 slots support up to 16TB in total.

Local Models Work Offline

TechRadar tested local chat, reasoning, image recognition, image generation, transcription and coding workloads. The reviewer reported that smaller language models began responding quickly, while larger models produced more detailed output. These workloads could operate with Wi-Fi disabled, keeping prompts, media and project files on the machine rather than sending them to a cloud service.

Bundled Software Needs Intervention

The main limitation emerged in GMKtec's preinstalled Claw environment. Its Herdsman model manager detected the NPU but reported that the Ryzen AI Max+ 395 was unsupported by the included runtime manifests. Installing Lemonade and its Ryzen AI runtime resolved the problem, after which compatible models drove NPU utilization close to 100%, according to the review. That workaround requires users to understand models and runtimes rather than relying on GMKtec's promoted one-click setup.

Expansion Comes With Constraints

The slim vertical system includes OCuLink for an external GPU, although hot plugging is not supported and TechRadar did not test its performance. Connectivity otherwise includes one USB4 port, HDMI 2.1, USB-A ports, 2.5Gb Ethernet, Wi-Fi 7 and Bluetooth 5.4. The reviewer considered the port selection limited for an expensive workstation and noted that a hub would likely be necessary for accessory-heavy creative workflows.

Source: GMKtec EVO-X3 mini PC review: For local AI, the hardware is impressive, but the software still needs work

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