All Comparison AI KiwiPi Series Others Benchmark Test ARM vs x86 Architecture I build ARM boards at KiwiPi, and I’ve lived in China long enough that most of the hardware around me is ARM. I’ve also read a fair number of x86 datasheets for customers who needed Windows, so when the ARM-versus-x86 question comes up, I’ve got an answer. It’s not really CISC versus RISC anymore, that fight is settled anyway. The real choice is software and power. Origins x86 is ancient. The instruction set goes back to 1978, it never broke compatibility, and it still runs inside every Intel and AMD chip. AMD added 64-bit in 2003 as x86-64, and Intel followed. Intel 8086 (1978): the instruction set that never stopped. Photo: Thomas Nguyen / Wikimedia Commons, CC BY-SA 4.0 ARM went the other way. A small team in 1985 bet on cheap, low-power silicon for a British desktop, and by 1990 that design was a licensing company. ARM never made chips; it sold the idea, so Apple builds its own, Qualcomm builds its own, and others build their own. Even Rockchip does, following a path from MP3 players to SBCs. AArch64 went 64-bit in 2011, and Apple moved the Mac over in 2020. [caption id=”attachment_10485″ align=”aligncenter” September 4, 2026 Comparison, Others Top Industrial Single-Board Computers in 2026 By the middle of 2026, industrial single-board computers mostly come down to four silicon families: Intel’s Alder Lake-N, NVIDIA’s Jetson Orin, Rockchip’s RK3588, and Raspberry Pi’s compute module line. The boards around that silicon differ in ways a CPU table can’t show. Full transparency, because it changes how you read the rest: I work at KiwiPi, and our KiwiPi 5 Pro shows up below. Everything here is written from datasheets and vendor documentation. I haven’t benchmarked a single one of these boards, including our own. Temperature, Longevity, and Software A consumer board is happy in a room. Put that same board in a machine cabinet, an outdoor box, or an unheated depot, and the spec sheet starts telling the truth. Operating temperature, how many years the vendor keeps selling the same board, and whether the Linux image still receives fixes are what separate industrial hardware from desk toys. CPU speed has very little to do with it, whatever the marketing says. Software decides more of these purchases than the silicon does. x86 runs Windows and dependable, boring Ubuntu; a Jetson module means CUDA and TensorRT; a Rockchip NPU means the RKNN runtime and a vendor image that actually exposes the September 3, 2026 Comparison, KiwiPi Series, Others Rockchip RK3562: Specs and Uses Rockchip introduced the RK3562 in February 2023. It has four Cortex-A53 cores running at up to 2.0 GHz, a Mali-G52 2EE GPU, a 1 TOPS NPU, and an ISP for cameras up to 13 megapixels. The company listed tablets, translation pens, robot vacuum cleaners, and industrial equipment as target products. That sounds like a rather random collection of hardware, but it makes more sense once you look past the CPU. RK3562 isn’t really an SBC processor in the usual sense. You can build a small Linux board around it, but the chip was designed for products with their own display, camera, and fixed list of jobs. Four Cortex-A53 Cores and Mali-G52 Graphics The four Cortex-A53 cores are the least interesting part. They can run Android, handle an appliance interface, and keep a few background services moving. But Cortex-A53 was already old when RK3562 arrived, and it isn’t especially fast at browser work, compilation, or anything that leans heavily on one CPU core. For a translation pen or robot vacuum, that’s probably fine. Those devices don’t need twenty browser tabs or a desktop full of applications. They run the software the manufacturer built for them, usually on the same hardware for September 1, 2026 Others Rockchip RK3528: Built for 4K Boxes Rockchip RK3528 combines four Cortex-A53 cores, Mali-450 graphics, and a 4K60 video decoder in a chip made for IPTV, OTT, and other inexpensive media devices. It also supports DDR4 or LPDDR4X memory, HDMI 2.0b, USB 3.0, PCIe 2.1, and two different Ethernet paths. This is not a small RK3588. RK3528 has no NPU or modern GPU. The useful part is the media hardware: it decodes current 10-bit video formats without asking the CPU to do the heavy work. Rockchip RK3528 Specifications Component Rockchip RK3528 CPU 4x Arm Cortex-A53, 64-bit Armv8-A GPU Arm Mali-450 Memory 32-bit DDR4, LPDDR4, or LPDDR4X; up to 4GB address space Video decoding H.264, H.265, and AVS2 up to 4K60; older formats up to 1080p60 Video encoding H.264 and H.265 up to 1080p60; JPEG encoding Display HDMI 2.0b up to 4K60; PAL/NTSC CVBS Storage eMMC 5.1, SD 3.0, and serial flash Expansion USB 3.0 or single-lane PCIe 2.1 through a shared PHY; USB 2.0 host Networking Gigabit Ethernet MAC plus a separate 10/100 Ethernet MAC and PHY NPU None Four Cortex-A53 Cores Four Cortex-A53 cores are enough to run Android or Linux, a streaming interface, networking, and a few lightweight services. They are not a good foundation August 27, 2026 Others KiwiPi 5 Pro Power Supply Guide KiwiPi recommends a 30W USB-C PD adapter for the KiwiPi 5 Pro board, with 12V/2.5A as the preferred output. The board accepts 5-20V through the lower of its two stacked USB-C ports. A 15W phone charger is below that recommendation. The KiwiPi 5 Pro hardware manual says 5V/3A may be enough for a light load, while adapters rated at 10W or less may not boot the board normally. Supplies in the 18-25W range sit in between: normal operation is possible, although a heavier peripheral load may make the system unstable. The Two USB-C Ports Power Input The lower USB-C connector, closest to the PCB, is the power input. PD 3.1, QC, and BC1.2 are supported on this port. It is an input only. The specifications list no data transfer, output voltage, or output current for the lower connector, so it cannot replace the USB-C port above it for flashing or a display connection. KiwiPi 5 Pro features two dual USB 3.0 connectors, providing four USB 3.0 ports for high-speed peripherals. USB-C Data Port The connector above it has a different job. It is connected to the RK3588 Type-C0 controller and provides USB 3.0 OTG, firmware flashing, August 27, 2026 KiwiPi Series Allwinner vs Rockchip: Which SBC Platform Is Better? Allwinner H700 ends up in $50 retro handhelds. Rockchip RK3588 ends up on boards with NVMe, multiple camera inputs, dual Ethernet and enough RAM to run local AI models. Calling Allwinner the cheap option and Rockchip the fast one is easy. It also doesn’t answer the useful question: how much of that extra Rockchip hardware will your device actually use? H700 is much slower than RK3588. It is also fast enough for most 8-bit, 16-bit and original PlayStation games. RK3588 can do far more, but buying it to drive one display and launch a few lightweight applications would be a strange use of the money. That’s the real Allwinner vs Rockchip argument. It isn’t about which company makes the better chip. It is about when good enough stops being good enough. H700 wins by doing less Allwinner’s H700 has four Cortex-A53 cores, Mali-G31 graphics and no NPU. None of that sounds exciting. The chip’s more useful feature is its video engine: it supports 10-bit 4K60 decoding, along with HDMI 2.0, LVDS, RGB and CVBS display outputs. That combination makes sense in a cheap handheld. Older console emulation doesn’t need PCIe, USB 3.0 or an AI accelerator. It needs enough single-threaded August 25, 2026 Comparison, KiwiPi Series, Others What Does TOPS Mean in Edge AI? You’re choosing hardware for an edge AI project. One board has a 6 TOPS NPU, a DeepX module offers 25 TOPS, and NVIDIA’s Jetson Orin Nano Super is rated at 67 TOPS. So the Jetson is roughly eleven times faster than the 6 TOPS board… right? Not really. It might be much faster for your model, and probably will be for some workloads. But TOPS is not a benchmark result. It’s the maximum number of certain operations the hardware can theoretically complete every second, usually at a specific numerical precision and under the right conditions. That’s useful information. It just isn’t the answer people often want it to be. The number is real. The comparison often isn’t TOPS means trillions of operations per second. In AI specifications, a multiplication and addition are commonly counted as two operations. That means a 6 TOPS accelerator can theoretically perform six trillion supported operations per second – or three trillion complete multiply-accumulate calculations, depending on how you prefer to count them. The first catch is precision. Rockchip rates the RK3588 NPU at 6 TOPS using INT8 calculations. NVIDIA lists 67 INT8 TOPS for the Jetson Orin Nano Super. At least those two numbers are August 19, 2026 Benchmark Test Allwinner H700 vs RK3566: Comparison Buying a retro handheld should be simple. One chip is faster, so the handheld using that chip should be better. The Allwinner H700 and Rockchip RK3566 make that logic a little uncomfortable. RK3566 has newer Cortex-A55 CPU cores, a faster Mali-G52 GPU, better I/O, and an NPU. H700 uses older Cortex-A53 cores, weaker Mali-G31 graphics, and was originally designed as a low-cost multimedia processor. So RK3566 wins… except that many people shopping for an inexpensive handheld don’t actually need everything it wins at. The real question isn’t whether RK3566 is faster – it is. The question is whether that extra performance changes the games you want to play enough to justify a more expensive device, potentially higher power consumption, and a product whose software may still matter more than its processor. H700 vs RK3566 specifications The hardware difference is larger than the similar four-core layout suggests. H700 combines Cortex-A53 with Mali-G31 graphics. RK3566 moves to Cortex-A55 and Mali-G52, while adding features useful beyond handheld gaming. Feature Allwinner H700 Rockchip RK3566 CPU 4× Cortex-A53 4× Cortex-A55 Common maximum clock Around 1.5 GHz in handhelds Up to 1.8 GHz GPU Multicore Mali-G31 Mali-G52 2EE Graphics architecture Bifrost Bifrost Video decoding Up to August 13, 2026 Comparison, Others Allwinner H700: Specs and Performance Allwinner H700 is not a new performance champion. It combines four Cortex-A53 CPU cores with a Mali-G31 GPU – hardware that looks modest beside modern mobile and embedded processors. For a broader Allwinner vs Rockchip comparison, see our detailed guide. Yet the chip has become remarkably common in affordable Linux gaming handhelds. This is not a case of an old processor being secretly fast. H700 succeeds because retro gaming has very different requirements from Android tablets, desktop Linux, or current-generation games. It offers enough CPU performance for older console emulation, a considerably newer GPU than many inexpensive Cortex-A53 platforms, and a capable multimedia subsystem without pushing device prices higher. That balance matters more than an impressive benchmark result. Allwinner H700 specifications Allwinner originally positioned H700 as a multimedia processor rather than a gaming-specific SoC. Its four 64-bit Cortex-A53 cores are paired with a multicore Mali-G31 GPU based on Arm’s Bifrost architecture. Feature Allwinner H700 CPU 4× Arm Cortex-A53 CPU architecture 64-bit Armv8-A Typical handheld clock Up to approximately 1.5 GHz GPU Multicore Arm Mali-G31 Graphics APIs OpenGL ES 3.2 and Vulkan 1.1 Video decoding Up to 4K at 60 fps, 10-bit Display interfaces HDMI 2.0, dual-link LVDS, RGB and CVBS August 11, 2026 Comparison, Others Arm Cortex-A53: Why It Lasted So Long Arm Cortex-A53 has an unusual problem: it was so successful that manufacturers are still using its name to make inexpensive hardware sound current. A specification such as octa-core 64-bit CPU remains persuasive on a product page, even when all eight cores are Cortex-A53 designs from an earlier generation. That does not make Cortex-A53 a bad CPU. Its small size, low power requirements, 64-bit support, and mature software ecosystem made it one of the most useful Arm cores ever designed. But its strengths are now very specific. Cortex-A53 still works well when a device has a narrow job and dedicated hardware handles the demanding parts; it is much less convincing when the CPU itself must provide a responsive desktop or run modern applications. Cortex-A53 is a core, not a complete processor The first source of confusion is the name. Cortex-A53 is CPU intellectual property licensed by Arm, not a finished system-on-chip. A chip designer combines it with memory controllers, a GPU, media engines, networking, and other components, then chooses the clock speed and manufacturing process. This is why two Cortex-A53 devices can behave nothing alike. Core count, memory, cooling, and the media engine all vary. Features such as 4K video, HDR, August 4, 2026 Comparison, Others Rockchip RK3328: Specs and Use Cases Rockchip RK3328 appeared in 2017 as an inexpensive processor for 4K TV boxes, streaming devices, and compact single-board computers. Its specification still looks surprisingly usable: four 64-bit CPU cores, HDMI 2.0a, hardware decoding of modern video formats, Gigabit Ethernet support, and even USB 3.0. The problem is that multimedia features can make an old processor appear more capable than it really is. RK3328 can decode 4K video efficiently, but its Cortex-A53 CPU and Mali-450 GPU are now slow for a desktop environment, modern Android applications, gaming, or computational workloads. It remains useful when the task closely matches its original purpose, but it is no longer a sensible general-purpose platform for most new projects. Rockchip RK3328 specifications RK3328 integrates four Cortex-A53 cores running at up to 1.5 GHz. It supports DDR3, DDR3L, LPDDR3, and DDR4 memory, although the actual memory type and capacity depend on the board. Rockchip also included HDMI 2.0a, USB 3.0, USB 2.0, an integrated Fast Ethernet PHY, and an RGMII interface for an external Gigabit Ethernet PHY. Feature Rockchip RK3328 Release year 2017 Manufacturing process 28 nm CPU 4× Arm Cortex-A53 Maximum CPU frequency Up to 1.5 GHz Architecture 64-bit Armv8-A GPU Mali-450 MP2 Memory support DDR3, August 1, 2026 Others Rockchip RK3568: Still Useful, but Not for Its CPU The Rockchip RK3568 is a difficult processor to sell with benchmark charts in 2026. It has four Cortex-A55 cores, a small Mali-G52 GPU, and none of the Cortex-A76 cores that make newer Rockchip boards feel noticeably faster. But CPU performance is only half the story. The RK3568 has PCIe, SATA, dual Gigabit Ethernet support, multiple display interfaces, optional ECC memory, and a small NPU. That combination explains why it continues to appear in industrial computers, network appliances, NVRs, and storage devices. It isn’t a good choice for a performance-focused desktop. For a product that needs useful I/O without the cost, heat, and complexity of an RK3588, it can still make sense. Four Cortex-A55 Cores Are Enough-Sometimes The RK3568 uses four Arm Cortex-A55 cores running at up to 2.0 GHz. Cortex-A55 is an efficient Armv8.2-A core, but it was designed for efficiency rather than strong single-threaded performance. The chip handles Linux services, network traffic, device control, media playback, and basic Android applications reasonably well. The limitations become obvious with heavier workloads. Large web pages, software compilation, CPU-based emulation, and complex desktop applications benefit from larger out-of-order cores. Even the older RK3399 can be faster in some CPU tasks because it includes July 28, 2026 Comparison, Others No posts found 1 2 3