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UP Xtreme ARL AI Dev Kit review – Benchmarks and AI workloads on an Intel Core Ultra 5 225H Arrow Lake SBC

UP Xtreme ARL AI Dev Kit review

That’s the last part of my review of three Intel-based UP AI development kits, and after testing the UP TWL AI Dev Kit with an Intel N150 CPU and the UP Squared Pro TWL AI Dev Kit with an Intel N150 CPU coupled with an Hailo-8L M.2 AI accelerator, I’ll now report my experience with the high-end UP Xtreme ARL AI Dev Kit with a 14-core Intel Core Ultra 5 225H “Arrow Lake” single board computer with Intel Arc 130T graphics delivering up to a combined 83 TOPS of AI performance. I’ve followed the same procedure as with the previous models, using the pre-installed Ubuntu 24.04 Pro operating system to report system information, run some benchmarks, and go through AI workloads using Nx Meta and the AAEON UP AI Toolkit system. It just ran additional benchmarks and tests since it’s my first Intel Arrow Lake platform. UP Xtreme ARL system […]

LattePanda IOTA review – An Intel N150 + RP2040 SBC tested with Windows 11, UPS expansion, PoE, NVMe SSD, and more

lattepanda iota review

I’ve received a review sample of the LattePanda IOTA single-board computer (SBC) from DFRobot. It is a compact, palm-sized SBC powered by an Intel Processor N150 quad-core Twin Lake CPU, and featuring 8 GB of LPDDR5 RAM and 64 GB of onboard eMMC storage. It also integrates a Raspberry Pi RP2040 co-processor for handling I/O operations, providing greater flexibility for embedded and automation applications. LattePanda IOTA unboxing The parcel was shipped from China and arrived safely in a standard cardboard box. Inside were several smaller boxes containing the following components, with foam padding that was slightly loose but still provided adequate protection. All components arrived in good condition. I received a total of seven items from DFRobot, which are listed below. LattePanda IOTA (8GB RAM, 64GB eMMC flash) Smart UPS Expansion Board: A plug-and-play UPS module for the LattePanda IOTA that provides stable, continuous power with intelligent management and supports […]

Beelink EQi13 Pro Review – Part 3: Ubuntu 24.04 on an Intel Core i5-13500H mini PC

Beelink EQi13 Pro mini PC review Ubuntu 24.04

We’ve already checked out the hardware of the Beelink EQi13 Pro in the first part of the review, and followed up with a detailed review of the Intel Core i5-13500H mini PC running Windows 11 Pro. We’ve now taken the time to test the Beelink EQi13 Pro with Ubuntu 24.04 to find out how well (or not) it performs on Linux. We will specifically report our experience testing features, running benchmarks, checking out the SSD and USB ports, evaluating Gigabit Ethernet and WiFi 6 networking performance, and finally stress testing the mini PC, before measuring the fan noise and power consumption of the mini PC under Linux. Ubuntu 24.04 installation Since the plan is to install Ubuntu 24.04 LTS alongside Windows 11 in a dual-boot configuration, we shrank the Windows 11 partition to about half its size before inserting a USB drive prepared with the Ubuntu 24.04 ISO to start […]

GEEKOM Mini IT12 2025 Edition Review – Part 3: Ubuntu 24.04 on an Intel Core i7-1280P mini PC

GEEKOM Mini IT12 2025 Edition review performance ubuntu 24.04

We’ve already checked out GEEKOM Mini IT12 2025 Edition mini PC’s hardware with an unboxing and a teardown, and tested the Intel Core i7-1280P mini PC with Windows 11 Pro in detail in the second part of the review. We’ve now had time to test the Mini IT12 2025 Edition mini PC with Ubuntu 24.04, so we’ll report our experience with Linux in the third part of the review. We’ll specifically go through system information, test key features, benchmark the system and compare it against the earlier Mini IT12 “2023 Edition” powered by an Intel Core i7-12650H processor, because checking out storage and USB performance, WiFi 6 and 2.5GbE network performance, stress testing the mini PC, and finally measuring fan noise and power consumption. Ubuntu 24.04 installation We decided to install Ubuntu 24.04 LTS alongside Windows 11 in a dual-boot configuration, so we resized the Windows 11 partition by about […]

GEEKOM A6 Review – Part 3: Ubuntu 24.04 tested on an AMD Ryzen 7 6800H mini PC

review GEEKOM A6 Ubuntu 24.04

We’ve already checked out the hardware of the GEEKOM A6 mini PC with an unboxing and teardown in the first part of the review, and thoroughly tested the AMD Ryzen 7 6800H mini PC in Windows 11 Pro in the second part, so it’s now time to report our experience with Ubuntu 24.04 Linux on the mid-range mini PC. We’ve gone through features testing, system benchmarks, storage (SSD and USB) performance tests, 2.5GbE and WiFi 6 network evaluation, 4K and 8K YouTube video playback, a stress test to check out the cooling ability of the mini PC, and finally fan noise and power consumption measurements. Ubuntu 24.04 installation and system information Since we wanted to install Ubuntu 24.04.1 LTS alongside Windows 11 Pro, we resized the partition by roughly half. But since the C: drive was “BitLocker Encrypted”, we knew Ubuntu installation wouldn’t be successful that way, so we went to […]

Qualcomm Snapdragon X octa-core Arm SoC to power $600+ mainstream AI PCs with Copilot+ support

Qualcomm Snapragon X highlights

Qualcomm has unveiled the Snapdragon X octa-core Arm SoC at CES 2025 designed for mainstream AI PCs with Copilot+, which should start at $600 and up. This follows the announcements of the high-end 4.3GHz Snapdragon X Elite 12-core SoC in 2023, and the Snapdragon X Plus 10-/8-core processors last year, and should make AI PCs affordable to a wider range of consumers. The new Snapdragon X is clocked at up to 3.0 GHz, still features a 45 TOPS Hexagon NPU, supports NVMe storage, up to 64GB LPDDR5,  up to 2560 x 1440 built-in displays, up to three external displays at 4Kp60, and a single camera up to 36MP resolution. Systems based on the new octa-core processor can support WiFi 7, WiFi 6E, and/or 5G LTE connectivity. Qualcomm Snapdragon X (X1-26-100) specifications: CPU – Octa-core 64-bit Armv8 Oryon processor clocked at up to 3.0 GHz (2976 MHz) with 30MB cache GPU […]

Khadas Mind Maker Kit review – Part 2: Windows 11 Home on an Intel Core Ultra 7 258V AI mini PC

Khadas Mind Maker Kit Review Windows 11

I’ve already gone through the specifications and an unboxing of the “Khadas Mind 2 AI Maker Kit” powered by an Intel Core Ultra 7 258V “Lunar Lake” processor delivering up to 115 TOPS of AI performance and equipped with 32GB LPDDR5X RAM and a 1TB M.2 NVMe SSD in the first part of the review. I’ve now spent time with the mini PC/developer kit which is now simply called “Khadas Mind Maker Kit”, and I will report my experience with the Windows 11 Home 24H2 operating system in the second part of the review testing features, running benchmarks including an AI benchmark, evaluating networking and storage performance, testing the thermal design while under stress, and taking measurements for fan noise and power consumption. It looks like some AI features may finally be usable on Windows, but I’ll test that in a separate post since everything is new and Microsoft Copilot+, […]

GEEKOM Mini Air12 Lite Review – Part 3: Ubuntu 24.04 on a low-cost mini PC

GEEKOM Mini Air12 Lite Ubuntu 24.04 review

We have already checked the hardware of the GEEKOM Mini Air12 Lite mini PC in the first part of the review, before testing the low-cost Intel Processor N100 mini PC with its 8GB RAM and 256GB SATA SSD running Windows 11 Pro in detail in the second part. We’ve now had time to test the GEEKOM Mini Air12 Lite with Ubuntu 24.04 in the third and final part of the review. We’ll test the features in Linux, run some benchmarks, evaluate storage and network performance, play some 4K and 8K videos in YouTube playback, perform a stress test to check its thermal design, and finally measure the mini PC’s fan noise and power consumption. We’ll also compare the results in Linux to the earlier GEEKOM Mini Air12 mini PC with the same CPU, but better specs and a higher price. A challenging Windows 11 / Ubuntu 24.04.1 dual boot installation […]