Asus asks $1,350 for a 16GB mini PC built to run agentic AI locally

The buyers who created this category thought they were buying a desktop. They cleared out M4 Mac mini stock because it was the cheapest way to attempt local AI, and the shortages ran until Apple's June price hikes ^[9][10]. That machine launched at $600 ^[1].

The M6 that replaces it starts at $900, half again as much as the M4 cost at launch two years ago ^[11][2]. Asus wants $1,350 for a 16GB Ascent QN10 and $1,700 for 32GB, so the memory step alone is $350 ^[4][3]. Lenovo's ThinkCentre X Ultra, built on the AMD Ryzen AI Max+ PRO 495 and offered with up to 128GB of unified memory, starts at $3,700 when it launches in November ^[5]. That base price is about 2.7 times the cheapest Asus ^[4].

Asus calls the QN10 the "world's first" mini PC built for agentic AI, and the claim rests on the 80 TOPS NPU inside its 18-core Snapdragon X2 Elite ^[2][3]. Apple's claim for the M6 is upwards of five times better AI processing than the previous chip, measured by time to first token ^[14]. Gizmodo, which reviewed machines in this class, wrote that attempts to benchmark AI by either method are "very vibes-based" ^[16].

What decides how large a model will fit is memory and bandwidth. Gizmodo puts the M6 at 170GB/s and says that even with 32GB of unified memory it may still be limited to 7 billion or 8 billion parameter models on its own, and that tethering may be the only way to get true on-device performance out of any of these small boxes ^[15][17]. Pooling processing and memory across several Mac minis requires the M5 Pro version, the same version you need for Thunderbolt 5 ports, and that starts at $1,700 ^[12][13].

Waiting for cleaner numbers has its own cost. Acer showed an SFF RTX Spark at IFA with a 20-core Grace CPU co-developed with MediaTek and a 6,144-core Blackwell GPU ^[6]. Nvidia has kept performance details for that chip under wraps ^[7], and Acer told Gizmodo the machine is a "second wave" PC that may not come until very late this year or, more likely, early 2027 ^[8].

So the question to settle before the purchase order is which model you intend to run and how much memory it needs. If it fits comfortably in 16GB, the $1,350 Asus is the top of what you have to spend ^[4]. If it needs more than 32GB, you are choosing between Lenovo's workstation, where $3,700 buys the base model before you get anywhere near 128GB ^[5], and two clusterable Mac minis at $1,700 each, which comes to $3,400, or $300 under Lenovo's base ^[5].