Recommended Free Tools
A compact VZmore AX9 Max Mini PC completed a real local coding job in a September 2026 review by Jack Wallen, published on Yahoo Tech as a ZDNET article. Running the qwen3-coder:30b model through Ollama, the machine generated roughly 1,500 lines of code for a costume-measurement web app, and Wallen says it stayed usable while doing so. The app still needed database fixes before it worked. Treat this as one reviewer’s account of one setup. It is not a benchmark, and the details below show where its conclusions stop.
What the reviewer ran
Wallen replaced the preinstalled Windows installation with Fedora Linux, then set up a local model stack. The sequence he describes is:
As an Amazon Associate I earn from qualifying purchases.
- Install Fedora Linux on the mini PC in place of the factory Windows OS.
- Install the Moose front end.
- Use Moose to install Ollama, the local model runtime.
- Download
qwen3-coder:30b, a 30-billion-parameter coding model. In Ollama this is fetched withollama pull qwen3-coder:30b. - Prompt the model to build a web app for entering theatrical costume measurements, storing them in a database, and letting users sign in.
The model produced about 1,500 lines of code in that one task. The article does not report how long generation took, the tokens per second, or whether the run was repeated. The database commands in the generated code had to be corrected by hand before the app functioned, so the output was a usable starting point rather than a finished product.
Using the mini PC as a model server on your network
Wallen also configured Ollama so that other machines on his local network could send requests to the mini PC. Over the LAN the model felt slower than running it directly on the mini PC, but he judged it faster than the same remote arrangement on his System76 desktop. That comparison is subjective. No latency or throughput figures are given.
#1 Best Overall
- 【Low Power for Always-On AI Workflows】At just 15W TDP, the GEEKOM A7 uses far less power than a traditional 350W desktop, helping reduce electricity costs, heat, and cooling noise during extended operation. That efficiency makes it ideal for keeping cloud AI assistants and AI Agent tasks running in the background—automating document summaries, email polishing, meeting notes, content rewriting, research, and scheduled workflows throughout the day. The energy savings can help recoup the device cost in about 1 year, making A7 a practical choice for 24/7 AI task hosting and efficient everyday computing.
- 【Ryzen 7 7730U – More Than a Low-Power PC】Think low power means less performance? Not here. The Ryzen 7 7730U mini computer packs 8 cores, 16 threads, and up to 4.5GHz, giving you the power to handle multitasking, dozens of tabs, video calls, and creative work smoothly. AMD Radeon Graphics supports 4K playback, multi-display work, photo editing, and casual gaming without a dedicated GPU. Compared with the Ryzen 7 5825U and Ryzen 5 7430U, it delivers up to 20% higher performance for faster response and smoother everyday computing—all in a compact, energy-efficient Mini desktop.
- 【Lock In More Memory Before It Costs More】32GB gives you the headroom most demanding tasks need today—and room to grow tomorrow. Built for heavy multitasking, content creation, large projects, and AI-assisted workloads, the GEEKOM mini pc starts you with twice the memory of a typical 16GB setup, so you can skip an immediate upgrade. With AI driving greater demand for memory, starting with 32GB is a smarter way to stay ready for what’s next. The 500GB PCIe Gen4 x4 SSD delivers fast storage, with support for up to 64GB RAM and 4TB SSD storage when you need more.
- 【Premium Metal Design & 3-Year Warranty】Why settle for plastic? The GEEKOM mini desktop features a premium aluminum alloy chassis that resists daily wear and helps dissipate heat during extended use. Rigorous quality testing and CE, FCC, and RoHS compliance support dependable performance, backed by a 3-year limited warranty and professional support for long-term peace of mind.
- 【One Mini PC, All Your Ports】Stay connected with dual USB-C ports, 5 USB 3.2 ports, dual HDMI 2.0, and a 2.5G LAN port for fast, flexible connectivity. The USB-C ports support high-speed data transfer, display output, and peripheral power, while Wi-Fi 6E keeps streaming, file transfers, and online work fast and reliable. From multiple peripherals to high-resolution displays, everything you need stays within easy reach.
Ollama’s server listens only on the local machine by default. Opening it to other devices means changing its bind address, which the article does not describe in detail. Anyone who does this should restrict access with a firewall or keep the server on a trusted network, because an exposed model server has no login of its own.
Hardware as the article describes it
The figures below are the ones the article reports for the reviewed configuration. None were independently measured, and the article did not measure the TOPS figures during the coding task.
Rank #2
- EVOLUTION RYZEN AI MAX+ 395 MINI PC - GMKtec EVO-X2 is the next evolution in AI mini PC Ryzen Strix Halo series. Thanks to AMD Simultaneous Multithreading (SMT) the core-count is effectively doubled, to 32 threads. Ryzen AI Max+ 395 has 64 MB of L3 cache and can boost up to 5.1 GHz, depending on the workload. The Ryzen AI Max+ 395 is currently rated as the "most powerful x86 APU" on the market for AI computing.
- AI NPU with XDNA 2 ARCHITECTURE - Powered by 16 “Zen 5” CPU cores, 50+ peak AI TOPS XDNA 2 NPU and a truly massive integrated GPU driven by 40 AMD RDNA 3.5 CUs, the Ryzen AI MAX+ 395 is a transformative upgrade and delivers a significant performance boost over the competition. The Ryzen AI Max+ 395 excels in consumer AI workloads like the llama.cpp-powered application: LM Studio. Shaping up to be the must-have app for client LLM workloads, LM Studio allows users to locally run the latest language model without any technical knowledge required and unleash their creativity and productivity.
- AMD RADEON 8090S iGPU GAMING PC - The AMD Radeon RX 8060S offers all 40 CUs with up to 2.9 GHz graphics clock and uses the new RDNA 3.5 architecture. The powerful iGPU is positioned between an RTX 4060 and 4070 laptop GPU and therefore enables gaming in FHD at maximum details in most demanding games. The 8060S can also utilize the full 128GB pool, which is perfect for running LLMs such as Deepseek 70B Q8, which runs comfortably on this machine.
- EIGHT CHANNEL LPDDR5X - LPDDR5X is a new ground breaking memory small form factor installed on-board. With blazing speeds up to to 8000MT/s, it runs 1.5x faster than the DDR5 SODIMMs; 90% better performance over DDR5 SODIMMs in video conferencing and photo editing; 30% better performance in productivity apps; 12% better performance in digital content workloads.
- QUAD SCREEN 8K DISPLAY SUPPORT - EVO-X2 AI Mini PC support 4-screen 4K/8K output via HDMI 2.1 (8K@60Hz), DisplayPort 1.4 (4K@60Hz), and dual USB 4 40Gbps Transfer speed (supporting PD3.0/DP1.4/DATA). Ideal for gaming, video editing, and multitasking, it provides expansive and crisp multi-display support.
| Item | Value reported in the article | Status |
|---|---|---|
| Processor | AMD Ryzen AI 9 HX 470 | Article-reported specification |
| Graphics | AMD Radeon 890M | Article-reported specification |
| Memory (reviewed configuration) | 32 GB DDR5 SO-DIMM | Article-reported; confirm with seller |
| Storage (reviewed configuration) | 1 TB PCIe 4.0 SSD | Article-reported; confirm with seller |
| Memory expansion | Up to 256 GB | Article claim; not verified |
| Storage expansion | Dual PCIe 4.0 storage, up to 5 TB | Article claim; not verified |
| NPU performance | Up to 55 NPU TOPS | Peak figure; not measured during the test |
| Total system AI performance | Up to 86 TOPS | Peak figure; not measured during the test |
| Sustained power (TDP) | Up to 65 W | Article-reported |
| Cooling and noise | Vapor-chamber design; approximately 38 dB | Article-reported; no test conditions stated |
| Chassis | 5.3 x 5.2 x 2.3 inches | Article-reported |
| Networking | Wi-Fi 7; dual 2.5G LAN | Article-reported |
| Ports and display output | Two USB4, six USB-A, two HDMI 2.1; up to four displays | Article-reported |
| Price | $1,499 | Article-time figure from September 2026; current price not verified |
The article’s claim that the machine supports compatible Qwen, Llama, Gemma, and DeepSeek models through LM Studio, Ollama, and AMD GAIA depends on software versions, model size, quantization, drivers, and runtime settings. The article does not document which combinations it tested.
Free tools Windows power users keep installed
One-click scans. No signup required.
What the test does and does not establish
- It does show that one reviewer completed a multi-hundred-line coding task on a compact machine with a local model and reported the system remained usable.
- It does not show generation speed, consistency across repeated runs, or how the machine compares with other mini PCs or desktops under the same conditions.
- It does not confirm the peak NPU and system AI TOPS figures. The author links the experience partly to the processor’s NPU and AMD XDNA 2 architecture, but the article offers no measurement that isolates that effect.
- It does not show that the generated code was correct. The database commands needed fixing, and the article presents that as part of the workflow.
- It does not establish that the machine will run every local model. Results depend on model size and configuration.
What to verify before buying
- The exact configuration offered by the seller, including memory, storage, and whether the price includes Windows or any other OS.
- Current price and stock, since $1,499 is the figure from the article’s September 2026 publication.
- Whether the memory and storage expansion limits apply to the model you buy. If you plan upgrades, check the DDR5 SO-DIMM and M.2 PCIe 4.0 specifications against the manufacturer’s documentation before buying parts.
- Whether the model sizes you need fit in the installed memory. A 30-billion-parameter model was the case tested here; the article does not give a memory requirement for it.
- Fedora, Ollama, and Moose compatibility with the hardware, since the reviewer’s results came from that specific OS and tool combination.
The original article is at Yahoo Tech’s copy of Jack Wallen’s review. Wallen wrote, after the test: “I was wrong. Very wrong.”
Rank #3
- LOW ENERGY HIGH PERFORMANCE MINI PC - The Intel Core Ultra 5 125U is part of the Ultra 5 lineup, using the Meteor Lake architecture with BGA 2049. Intel Hyper-Threading technology is available and effectly doubles the core-count of the P-Cores, to a total of 14 threads. Core Ultra 5 125U has 12 MB of L3 cache and operates at 1300 MHz by default, but can boost up to 4.3 GHz, depending on the workload. With a TDP of 15 W, the Core Ultra 5 125U consumes very little energy but outputs high performance efficiency
- 32GB DDR5 RAM + 512GB SSD - The K15 mini computer is equipped with Dual 16GB (Total 32GB) SO-DIMM DDR5 4800MHz memory sticks. 512GB PCIE 4.0 SSD Drive with 3x M.2 2280 Expansion slots. Each slot capable of reading up to 8TB. (24TB MAX)
- QUAD SCREEN 4K DISPLAY SUPPORT - K15 Mini PC support 4-screen 4K/8K output via HDMI 2.1 (8K@60Hz), DisplayPort 1.4 (4K@60Hz), and USB Type-C Transfer speed (supporting PD3.0/DP1.4/DATA). Ideal for gaming, video editing, and multitasking, it provides expansive and crisp multi-display support
- OCULINK PORT - The Oculink port on the rear interface enables higher bandwidth capabilities, better frame rates and lower lag. The standard also operates at PCIe x4 speeds, compared to Thunderbolt's x3. Gamers and content creators can benefit from Oculink's higher bandwidth, resulting in better performance and lower lag for eGPU setups
- DUAL NIC FAST 2.5GBE + WIFI 6E + BT 5.2 - Dual Ethernet 2.5GbE LAN port design provides more applications, such as firewall, multichannel aggregation, soft routing, file storage server. Built-in WIFI 6E / Bluetooth 5.2 is more stable and efficient to connect multiple wireless devices such as projector, printer, monitor, speakers and etc
The Bottom Line
The VZmore AX9 Max Mini PC was credible enough in one reviewer’s hands to run a 30-billion-parameter coding model and produce a substantial first draft of an app. Whether it fits your work depends on the model sizes you need, the configuration you can buy at today’s price, and how much generation speed matters to you. Confirm those points before treating this review as a reason to buy.
Quick Recap
Rank #4
- EVOLUTION CORE ULTRA 9 285H MINI PC - GMKtec EVO-T1 is the next evolution in AI mini PC Ultra 9 series. The Core Ultra 9 285H offers 16 cores (six P-cores + eight E-cores + two LPE-cores) and 16 threads with a turbo clock of 5.4 GHz. It is currently one of the best value for performance AI mini PC computers.
- AI NPU - The 285H features an Intel AI Boost NPU, capable of up to 13 TOPS (Tera Operations per Second) for INT8 calculations, which is designed to accelerate AI tasks.
- INTEL ARC 140T GAMING PC - The Arc 140T GPU includes 8 Xe cores and supports features like DirectX 12, OpenGL 4.5, and OpenCL 3, making it capable of handling modern games and creative applications. It also supports Quick Sync Video for efficient video encoding and decoding, as well as AV1 encoding and decoding.
- 64GB DDR5 RAM + 1TB SSD - The EVO-T1 is equipped with Dual 32GB (Total 64GB) SO-DIMM DDR5 5600MHz memory sticks. 2TB PCIE 4.0 SSD Drive with 3x M.2 2280 Expansion slots. Each slot capable of reading up to 4TB. (12TB MAX)
- QUAD SCREEN 8K DISPLAY SUPPORT - EVO-T1 AI Mini PC support 4-screen 4K/8K output via HDMI 2.1 (8K@60Hz), DisplayPort 1.4 (4K@60Hz), and USB Type-C Transfer speed (supporting PD3.0/DP1.4/DATA). Ideal for gaming, video editing, and multitasking, it provides expansive and crisp multi-display support.
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
