The Lenovo Yoga AI Mini PC packs 64GB of memory, 16 CPU cores, and a claimed 180 TOPS of AI compute into a 600 gram aluminum puck, and Lenovo says it can run language models up to 80 billion parameters. On paper, that’s the most interesting desk object of the summer. Then come the catches. It costs 17,999 yuan, roughly CA$3,714 (US$2,650). It’s sold only in China, through JD.com. And once you do the memory math, the 80 billion parameter claim slides from headline to punchline.
Currency note: Canadian dollar equivalents use the Bank of Canada daily average of 1 USD = 1.4014 CAD on July 17, 2026. Converted amounts are approximate; the original US price is shown in brackets.
I haven’t touched one, and unless Lenovo changes its mind about a global release, I won’t. But the spec sheet is public, the numbers are checkable, and this machine lands squarely in the unified memory mini PC category I’ve been tracking on this site all year. So let’s take it apart from the desk of someone who was genuinely ready to want it.
Table of Contents
- Two Machines Are Wearing the Same Badge
- Lenovo Yoga AI Mini PC Specs: The Numbers That Matter
- The Memory Bandwidth Problem
- What CA$3,714 (US$2,650) Buys You Instead
- The Parts I Genuinely Like
- Who Should Skip This
- FAQ
- The Short Version
Two Machines Are Wearing the Same Badge
First, the confusing part, because Lenovo made this needlessly hard. There are two nearly identical pucks. The global one is called the Yoga Mini i: a 0.65 liter aluminum cylinder announced at CES in January, starting at CA$981 (US$699.99), capped at 32GB of memory, with the same Intel Core Ultra X7 358H chip at the top of the range. It ships with a 100W USB-C adapter, drives up to four external displays, and even has Wi-Fi sensing so it can detect when you sit down.
The Lenovo Yoga AI Mini PC is the China exclusive variant that arrived on JD.com this month. Same cylinder, same chip, but 64GB of LPDDR5X, a 1TB PCIe 4.0 SSD, and that 17,999 yuan sticker, which Notebookcheck’s launch coverage converts to about CA$3,714 (US$2,650). So the “AI” badge costs roughly CA$2,733 (US$1,950) over the base global model, and what it buys you is memory capacity you can’t get in this chassis any other way. Keep that trade in mind. The entire argument for and against this machine lives inside it.
Lenovo Yoga AI Mini PC Specs: The Numbers That Matter
The Core Ultra X7 358H is Intel’s new Panther Lake silicon, and it’s a genuinely modern chip. Per Notebookcheck’s spec database, you get four performance cores boosting to 4.8GHz, eight efficiency cores, and four low power cores, for 16 threads total, running at 25W base power with an 80W turbo window, built on Intel’s 18A process. Graphics come from the integrated Arc B390 with 12 Xe3 cores. The NPU is rated at 50 TOPS. Here’s the full picture:
- CPU: Intel Core Ultra X7 358H, 16 cores (4P + 8E + 4LP), up to 4.8GHz, 25W base
- GPU: integrated Intel Arc B390, 12 Xe3 cores
- Memory: 64GB LPDDR5X, soldered, so what you buy is what you keep
- Storage: 1TB PCIe 4.0 SSD
- Ports: two Thunderbolt 4, USB-C 3.2 Gen 2, USB-A 3.2 Gen 2, HDMI, 2.5G Ethernet, 3.5mm jack
- Wireless: Wi-Fi 7 and Bluetooth
- Size: 0.65 liters, about 600 grams
- Price: 17,999 yuan (about CA$3,714 (US$2,650)), China only
About that 180 TOPS. Lenovo gets there by adding the CPU, GPU, and NPU together, which is the marketing convention this whole category has agreed to use. The NPU alone contributes 50 of those TOPS. Neither number tells you how fast a large language model will actually generate text on this box, because compute isn’t where the bottleneck is.
The Memory Bandwidth Problem
Here’s the part the product page skips. Panther Lake feeds its memory through a 128-bit bus at LPDDR5X-9600 speeds, which works out to roughly 154 GB/s of theoretical bandwidth. When it’s just you chatting with a local model, generation speed is approximately memory bandwidth divided by model size, the same rule of thumb I leaned on in my AMD Ryzen AI Halo breakdown. The GPU has to read every single weight for every token it generates, and no NPU marketing number changes that.
Now run the numbers on Lenovo’s own claim. An 80 billion parameter model quantized to 4 bits weighs about 45GB, so yes, it fits in 64GB with room left for context. But pushing 45GB through a 154 GB/s pipe gets you roughly 3 tokens per second before any overhead. That’s technically “running” an 80B model the same way I’m technically “running” when I jog to the fridge. A 13B to 24B class model is the honest ceiling for daily use here, and to be fair, those models are excellent these days.
For contrast, the Ryzen AI Max+ 395 machines I covered earlier this month feed 128GB of unified memory at 256 GB/s. That’s two thirds more bandwidth and double the capacity. The Arc B390 is a capable little GPU, but for local AI work it’s a delivery driver assigned to a single lane road.
What CA$3,714 (US$2,650) Buys You Instead
This is where the Lenovo Yoga AI Mini PC runs into real trouble, because the competition isn’t hypothetical. Liliputing’s roundup of Ryzen AI Max+ 395 mini PCs with 128GB of unified memory lists the Bosgame M5 at CA$3,362 (US$2,399) with a 2TB SSD, the Framework Desktop at CA$3,995 (US$2,851) with 1TB, and the GMKtec EVO-X2 at CA$4,204 (US$3,000) with 2TB. Every one of them doubles the Lenovo’s memory. Every one of them moves data faster. The cheapest one undercuts it by CA$350 (US$250).
And with RAM prices doing what they’ve been doing, 128GB of LPDDR5X at those prices is arguably the best part of those deals. The Lenovo counters with a smaller, prettier, quieter box that sips a quarter of the power. That’s not nothing. But it’s still a CA$3,714 (US$2,650) machine losing the exact argument it was built to make.
The Parts I Genuinely Like
Credit where it’s due, because the physical product is charming. It’s 0.65 liters and 600 grams, small enough to disappear behind a monitor or ride along in a laptop bag as a portable desktop. The aluminum shell looks like something Apple would charge more for, and the light ring that greets you when you sit down is a gimmick I’d absolutely leave enabled. Dual Thunderbolt 4, 2.5G Ethernet, and Wi-Fi 7 cover every dock, NAS, and network situation a home office can realistically produce.
That’s also why the CA$981 (US$699.99) global Yoga Mini i is the version most people should actually be watching. For office work, media, and the smaller 7B to 14B models I walked through in my home AI agent setup guide, 32GB is plenty, and a 25W chip in a silent puck is a lovely thing to work next to. The sensible product here was never the CA$3,714 (US$2,650) one.
Who Should Skip This
Skip the Lenovo Yoga AI Mini PC if local LLMs are your main reason for buying, full stop. The bandwidth ceiling turns big models into a demo instead of a tool, and demos get old by Tuesday. Skip it if you live outside China, because importing means paying freight and duties on top of CA$3,714 (US$2,650), eating the warranty risk, and dealing with a Chinese Windows image. And skip it if you already own any 128GB Strix Halo box. This isn’t an upgrade from those; it’s a sidegrade in a nicer jacket.
FAQ
Can you buy the Lenovo Yoga AI Mini PC outside China?
Not officially. It launched as a JD.com exclusive at 17,999 yuan, and Lenovo hasn’t announced a global release. Importing one is possible through resellers, but you’ll pay a markup plus shipping and duties, and warranty service becomes your problem. The global Yoga Mini i shares the chassis and chip but tops out at 32GB.
Can it really run 80 billion parameter models?
It can load them, which is what the claim technically means. An 80B model at 4-bit quantization needs about 45GB, and that fits in 64GB. Generating text is another story: at roughly 154 GB/s of memory bandwidth, expect around 3 tokens per second, which is slower than most people read. Models in the 13B to 24B range are the realistic daily drivers.
Is it better than a Ryzen AI Max+ 395 mini PC for local AI?
No. A Bosgame M5 at CA$3,362 (US$2,399) gives you 128GB of unified memory at 256 GB/s, double the capacity and much more bandwidth for less money. The Lenovo Yoga AI Mini PC wins on size, power draw, and looks, and loses on everything that makes a local model fast.
What’s the difference between the Yoga Mini i and the Yoga AI Mini PC?
Same 0.65 liter chassis, same Panther Lake platform. The Yoga Mini i is the global model, starting at CA$981 (US$699.99) with up to 32GB of memory. The Yoga AI Mini PC is the China only version with 64GB, a 1TB SSD, and a price around CA$3,714 (US$2,650). The memory is the whole difference, and it’s soldered in both.
The Short Version
The Lenovo Yoga AI Mini PC is a lovely object making a promise its memory bus can’t keep. The 80 billion parameter claim is technically true and practically a slideshow, and at CA$3,714 (US$2,650) it sits CA$350 (US$250) above a Strix Halo box with double the memory and far more bandwidth. If local AI is the goal, buy the 128GB machine. If you just want a superb tiny desk PC, the CA$981 (US$699.99) global Yoga Mini i is the actual product here. The puck is cute. The math isn’t.