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Articles Tagged “NPU

39 articles found

Cover illustration for Edge AI Model Zoo Logs 837 Reproducible NPU Tests
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AI

Edge AI Model Zoo Logs 837 Reproducible NPU Tests

EdgeFirst's new model zoo publishes 837 validation sessions for YOLO models across NXP, Hailo, Jetson, Qualcomm and Apple Neural Engine hardware.

Dr. Nova Chen
Dr. Nova ChenAug 26, 20265 min read
Cover illustration for Framework Laptop 12 Upgrade Adds 70% More Battery
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Mini Computers

Framework Laptop 12 Upgrade Adds 70% More Battery

Framework's Laptop 12 gains an Intel Core Series 3 mainboard, Thunderbolt 4, and Wi-Fi 7, with DIY kits from $549 and Fedora prebuilts at $699.

Alex Circuit
Alex CircuitAug 23, 20265 min read
Cover illustration for Bosgame M5 Brings 128GB Local AI to a Mini Desktop
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Mini Computers

Bosgame M5 Brings 128GB Local AI to a Mini Desktop

ServeTheHome's Bosgame M5 review finds a Ryzen AI Max+ 395 box with 128GB of LPDDR5X that undercuts comparable local AI desktops by $500 or more.

Alex Circuit
Alex CircuitAug 23, 20265 min read
Cover illustration for GEEKOM IT13 Max Linux Benchmarks on Ubuntu 26.04 LTS
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Mini Computers

GEEKOM IT13 Max Linux Benchmarks on Ubuntu 26.04 LTS

The Core Ultra 9 185H mini PC posts 14,980 Geekbench multi-core on Ubuntu 26.04, with working USB4, dual 2.5GbE, and 8.6W idle draw at $735.

Alex Circuit
Alex CircuitAug 15, 20265 min read
Cover illustration for Snapdragon C Runs 67% Faster on Battery Than Intel N250
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Mini Computers

Snapdragon C Runs 67% Faster on Battery Than Intel N250

Qualcomm's Snapdragon C beat Intel's N250 by up to 67% in unplugged Cinebench multi-core tests, with up to 2.1x better battery power efficiency.

Alex Circuit
Alex CircuitAug 13, 20265 min read
Cover illustration for NXP i.MX 95 Dev Board Adds 10GbE and Dual M.2 Slots
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Mini Computers

NXP i.MX 95 Dev Board Adds 10GbE and Dual M.2 Slots

The $300 FRDM-IMX95-PRO pairs a 6-core i.MX 95, 16GB of LPDDR5-6400, an 8 TOPS NPU, and 10GbE networking with two PCIe Gen3 M.2 slots for edge AI.

Alex Circuit
Alex CircuitAug 12, 20266 min read
Cover illustration for MINISFORUM M2 Air-304 Is a $263 Barebone Wildcat Lake PC
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Mini Computers

MINISFORUM M2 Air-304 Is a $263 Barebone Wildcat Lake PC

The Elite Mini M2 Air-304 is the first barebone Wildcat Lake mini PC at $263, with a 15 TOPS NPU, USB4, dual 2.5GbE, and a 64GB DDR5 SO-DIMM slot.

Alex Circuit
Alex CircuitAug 12, 20265 min read
Cover illustration for ASUS UGen300 Puts 40 TOPS of AI on a USB-C Stick
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Mini Computers

ASUS UGen300 Puts 40 TOPS of AI on a USB-C Stick

The $299.99 ASUS UGen300 pairs a Hailo-10H chip with 8GB LPDDR4 to deliver 40 TOPS over USB-C at 2.5W, adding local AI to Windows, Linux or Android hosts.

Alex Circuit
Alex CircuitAug 4, 20265 min read
Cover illustration for AI Accelerator Sticks Compared: Hailo, Coral, Jetson
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Mini Computers

AI Accelerator Sticks Compared: Hailo, Coral, Jetson

A practical guide to bolting AI acceleration onto hardware you already own — Hailo-8L at $70, Coral USB at 4 TOPS, and when a Jetson is the better buy.

Alex Circuit
Alex CircuitAug 4, 20269 min read
Cover illustration for Jetway SMC-ARK1 Module Puts 6 TOPS RK3588 on SMARC 2.1
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Mini Computers

Jetway SMC-ARK1 Module Puts 6 TOPS RK3588 on SMARC 2.1

Jetway's SMC-ARK1 packs an octa-core RK3588, a 6 TOPS NPU, and up to 16GB LPDDR4x into an 82x50mm SMARC 2.1 module built for edge AI vision.

Alex Circuit
Alex CircuitJul 27, 20265 min read
Cover illustration for BOSGAME E6 ECO Puts Intel Wildcat Lake in a $380 PC
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Mini Computers

BOSGAME E6 ECO Puts Intel Wildcat Lake in a $380 PC

The $379.99 BOSGAME E6 ECO pairs Intel's new Wildcat Lake Core 3 304 with 12GB LPDDR5X, Wi-Fi 7, and triple 4K output, launching globally on August 15.

Alex Circuit
Alex CircuitJul 24, 20264 min read
Cover illustration for AMD Ryzen AI X100 Brings Big Compute to Robots
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Mini Computers

AMD Ryzen AI X100 Brings Big Compute to Robots

AMD's Ryzen AI Embedded X100 packs 16 Zen 5 cores and an NPU into robots, while its open Kria dev platform makes 8,000 control decisions every second.

Alex Circuit
Alex CircuitJul 24, 20265 min read
Cover illustration for NVIDIA Jetson T3000 Packs 865 TFLOPS Into a Tiny Module
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Mini Computers

NVIDIA Jetson T3000 Packs 865 TFLOPS Into a Tiny Module

NVIDIA's Jetson T3000 delivers 865 FP4 TFLOPS with 32GB LPDDR5X on a 50x87mm module, while the T2000 hits 400 TFLOPS. Both arrive in Q1 2027.

Alex Circuit
Alex CircuitJul 21, 20265 min read
Cover illustration for Geniatech XPI-3576-CM5 Packs 6 TOPS Into a CM5 Slot
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Mini Computers

Geniatech XPI-3576-CM5 Packs 6 TOPS Into a CM5 Slot

Geniatech's XPI-3576-CM5 packs a 6 TOPS RK3576 NPU into a 55 x 40 mm module that drops straight into existing Raspberry Pi CM5 carrier boards.

Alex Circuit
Alex CircuitJul 20, 20264 min read
Cover illustration for Edge AI Dev Boards With NPUs: A 2026 Buyer's Guide
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Mini Computers

Edge AI Dev Boards With NPUs: A 2026 Buyer's Guide

Compare five edge AI dev boards from 4 to 67 TOPS and $70 to $249, and see why NPU toolchain maturity, not the TOPS number, decides what runs.

Alex Circuit
Alex CircuitJul 20, 20268 min read
Cover illustration for reCamera Pro Runs LLMs and Vision on a $300 AI Camera
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Mini Computers

reCamera Pro Runs LLMs and Vision on a $300 AI Camera

Seeed Studio's reCamera Pro packs a 3 TOPS NPU to run vision, LLMs, speech-to-text, and TTS fully on-device with no cloud, from $299.90.

Alex Circuit
Alex CircuitJul 18, 20265 min read
Cover illustration for Jetson T3000 Brings Blackwell Edge AI to Small Robots
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Mini Computers

Jetson T3000 Brings Blackwell Edge AI to Small Robots

NVIDIA's Jetson T3000 packs 865 FP4 TFLOPS and 32GB LPDDR5X into a module half the size of the T5000, with both new modules shipping Q1 2027.

Alex Circuit
Alex CircuitJul 16, 20264 min read
Cover illustration for RK3576 NPU Support Lands in Mainline Linux Via Rocket
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Mini Computers

RK3576 NPU Support Lands in Mainline Linux Via Rocket

A developer reverse-engineered the RK3576's hidden NPU registers to bring open-source acceleration to mainline Linux — and documented what still fails.

Alex Circuit
Alex CircuitJul 16, 20264 min read
Cover illustration for Beelink EQi Puts Intel 18A Wildcat Lake on Your Desk
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Mini Computers

Beelink EQi Puts Intel 18A Wildcat Lake on Your Desk

The Beelink EQi packs Intel's 18A Wildcat Lake Core 3 304, a 24 TOPS NPU, dual Thunderbolt 4, and 10 GbE into a compact mini PC from just $509.

Alex Circuit
Alex CircuitJul 13, 20264 min read
Cover illustration for Rikomagic DS04 Packs a 6 TOPS NPU Into a 4K Player
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Mini Computers

Rikomagic DS04 Packs a 6 TOPS NPU Into a 4K Player

The Rikomagic DS04 pairs a Rockchip RK3576, a 6 TOPS NPU, and dual 4K HDMI 2.1 in an Android 14 digital signage box for affordable edge AI.

Alex Circuit
Alex CircuitJul 11, 20264 min read
Cover illustration for Best Mini PC for Local LLMs in 2026: A Buyer's Guide
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Mini Computers

Best Mini PC for Local LLMs in 2026: A Buyer's Guide

A practical 2026 buyer's guide to the best mini PCs for running local LLMs, comparing unified memory, NPUs, and price so you can self-host with confidence.

Alex Circuit
Alex CircuitJul 11, 20269 min read
Cover illustration for Titan Mini Packs a Real Edge-AI NPU Into a $44 Dev Board
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Mini Computers

Titan Mini Packs a Real Edge-AI NPU Into a $44 Dev Board

The Titan Mini pairs a 1 GHz Cortex-M85 with an Ethos-U55 NPU for genuine edge AI, putting on-device audio inference in a 65x55 mm board for about $44.

Alex Circuit
Alex CircuitJul 9, 20264 min read
Cover illustration for Beelink EQi 304 Debuts Intel's Wildcat Lake in a Tiny 10GbE Mini PC
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Mini Computers

Beelink EQi 304 Debuts Intel's Wildcat Lake in a Tiny 10GbE Mini PC

Beelink's EQi 304, launched July 5, 2026, is the first mini PC on Intel's new Core 3 304 Wildcat Lake chip — with 10GbE, Thunderbolt 4, and a 24 TOPS NPU from $509.

Alex Circuit
Alex CircuitJul 8, 20265 min read
Cover illustration for Sixfab AI HAT+ Brings a DEEPX NPU and Local Edge AI to the Raspberry Pi 5
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Mini Computers

Sixfab AI HAT+ Brings a DEEPX NPU and Local Edge AI to the Raspberry Pi 5

Sixfab and DEEPX launched an AI HAT+ on June 26, 2026 that drops a DX-M1 NPU onto the Raspberry Pi 5 — up to 25 TOPS of local vision AI from $63.

Alex Circuit
Alex CircuitJun 29, 20265 min read
Cover illustration for MYiR MAC-B5760 Is a Fanless Edge AI Box PC With a 6 TOPS NPU
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Mini Computers

MYiR MAC-B5760 Is a Fanless Edge AI Box PC With a 6 TOPS NPU

MYiR's MAC-B5760 is a fanless edge AI industrial PC built on the Rockchip RK3576 with a 6 TOPS NPU, 8GB LPDDR5, dual GbE, and rugged I/O — a tidy platform for on-device AI at the edge.

Alex Circuit
Alex CircuitJun 24, 20265 min read
Cover illustration for Amlogic A311Y3 Packs an 8 TOPS NPU Into a Sleek Octa-Core Edge AI SoC
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Mini Computers

Amlogic A311Y3 Packs an 8 TOPS NPU Into a Sleek Octa-Core Edge AI SoC

Amlogic's new A311Y3 is a 6nm octa-core edge AI SoC with an 8 TOPS NPU, LPDDR5 support, and a 9tripod dev board — a capable, efficient platform for makers building local AI projects.

Alex Circuit
Alex CircuitJun 23, 20265 min read
Cover illustration for Zhihe A210 Brings an Octa-Core RISC-V SoC With a 12 TOPS NPU to Makers
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Mini Computers

Zhihe A210 Brings an Octa-Core RISC-V SoC With a 12 TOPS NPU to Makers

The new Zhihe A210 is an octa-core RISC-V SoC with a 12 TOPS NPU that runs small LLMs locally — and its SODIMM-style dev kit puts capable open-architecture AI hardware in makers' hands.

Alex Circuit
Alex CircuitJun 22, 20265 min read
Cover illustration for Gateworks Catalina GW9200: An i.MX 95 Edge AI SBC Built for Rugged Jobs
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Mini Computers

Gateworks Catalina GW9200: An i.MX 95 Edge AI SBC Built for Rugged Jobs

Gateworks' Catalina GW9200 pairs NXP's i.MX 95 and an eIQ Neutron NPU with flexible M.2/mPCIe sockets and 10GbE for industrial edge AI in harsh settings.

Alex Circuit
Alex CircuitJun 20, 20264 min read
Cover illustration for Amlogic A311Y3: Octa-Core Edge AI SoC with an 8 TOPS NPU
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Mini Computers

Amlogic A311Y3: Octa-Core Edge AI SoC with an 8 TOPS NPU

Amlogic's A311Y3 is a 6nm octa-core edge AI SoC pairing Cortex-A78/A55 cores with an 8 TOPS NPU and LPDDR5 support for smart retail and signage.

Alex Circuit
Alex CircuitJun 18, 20263 min read
Cover illustration for AMD Ryzen AI Halo Developer Platform Packs 126 TOPS Into a Local-AI Mini PC
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Mini Computers

AMD Ryzen AI Halo Developer Platform Packs 126 TOPS Into a Local-AI Mini PC

AMD's first-party Ryzen AI Halo mini PC pairs the Ryzen AI Max+ 395, a 126-TOPS NPU, and 128GB of unified memory for running large models locally on the desktop.

Alex Circuit
Alex CircuitJun 17, 20265 min read
Cover illustration for MINIX N304-AI Packs Intel Wildcat Lake and a 15-TOPS NPU Into a Budget Mini PC
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Mini Computers

MINIX N304-AI Packs Intel Wildcat Lake and a 15-TOPS NPU Into a Budget Mini PC

The MINIX N304-AI mini PC pairs Intel's Core 3 N304 Wildcat Lake chip with a 15-TOPS NPU, 16GB LPDDR5x, dual GbE, and triple-display output for home and edge use.

Alex Circuit
Alex CircuitJun 17, 20264 min read
Cover illustration for Lenovo AI Host Packs an Arm Chip and 45 TOPS Into a Tiny Edge AI PC
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Mini Computers

Lenovo AI Host Packs an Arm Chip and 45 TOPS Into a Tiny Edge AI PC

Lenovo's AI Host is a compact Arm mini PC built on the 12-core Cix CD8180 with 45 TOPS of AI performance, designed for always-on edge AI inference.

Alex Circuit
Alex CircuitJun 14, 20265 min read
Cover illustration for Forlinx Debuts a Rockchip RK3572 System-on-Module With a 4 TOPS NPU
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Mini Computers

Forlinx Debuts a Rockchip RK3572 System-on-Module With a 4 TOPS NPU

Forlinx launched the first Rockchip RK3572 system-on-module and dev board — a 4 TOPS NPU, Linux 6.12 BSP, and a tidy platform for edge AI and HMI projects.

Alex Circuit
Alex CircuitJun 10, 20265 min read
Cover illustration for Sixfab's AI HAT+ Adds 25 TOPS of DEEPX Edge AI to the Raspberry Pi 5
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Mini Computers

Sixfab's AI HAT+ Adds 25 TOPS of DEEPX Edge AI to the Raspberry Pi 5

Sixfab's new AI HAT+ solders a DEEPX DX-M1 NPU onto a Raspberry Pi 5 board, delivering up to 25 TOPS of low-power vision AI from $63 — no M.2 module needed.

Alex Circuit
Alex CircuitJun 8, 20264 min read
Cover illustration for Thundercomm TurboX C7790: A 24-TOPS Qualcomm Dragonwing Edge-AI Dev Kit
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Mini Computers

Thundercomm TurboX C7790: A 24-TOPS Qualcomm Dragonwing Edge-AI Dev Kit

Thundercomm's TurboX C7790, detailed June 5, 2026, is a 4nm Qualcomm Dragonwing edge-AI development kit with a 24-TOPS NPU, 12GB LPDDR5X, and full Android and Linux BSPs.

Alex Circuit
Alex CircuitJun 6, 20265 min read
Cover illustration for Avalue EPC-WCL: A Fanless Edge-AI Mini PC With Intel Wildcat Lake and 40 TOPS
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Mini Computers

Avalue EPC-WCL: A Fanless Edge-AI Mini PC With Intel Wildcat Lake and 40 TOPS

Avalue launched the EPC-WCL on June 4, 2026 — a silent fanless edge-AI mini PC built on Intel's new Core Series 3 Wildcat Lake platform with up to 40 TOPS of local AI.

Alex Circuit
Alex CircuitJun 4, 20264 min read
Cover illustration for Orange Pi AI Station: 176 TOPS of Edge AI in a Mini PC With Up to 96GB RAM
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Mini Computers

Orange Pi AI Station: 176 TOPS of Edge AI in a Mini PC With Up to 96GB RAM

Orange Pi's AI Station packs 176 TOPS of AI computing power and up to 96GB unified RAM into compact form, outperforming Raspberry Pi 5 for serious edge AI inference workloads.

Alex Circuit
Alex CircuitApr 16, 20264 min read
Cover illustration for ASUS Launches the NUC 16 Pro — An Intel Panther Lake Mini PC With 180 Platform TOPS in a 0.7-Liter Chassis
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Mini Computers

ASUS Launches the NUC 16 Pro — An Intel Panther Lake Mini PC With 180 Platform TOPS in a 0.7-Liter Chassis

The latest NUC packs Intel Core Ultra 9 Series 3 with Arc B390 graphics, a 50 TOPS NPU, WiFi 7, and dual 2.5G LAN into a chassis smaller than a coffee mug.

Alex Circuit
Alex CircuitMar 12, 20264 min read
Cover illustration for Beelink's SER10 MAX Ships With AMD's Ryzen AI 9 HX 470 — Bringing Serious AI Compute to Your Desk
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Mini Computers

Beelink's SER10 MAX Ships With AMD's Ryzen AI 9 HX 470 — Bringing Serious AI Compute to Your Desk

The Beelink SER10 MAX pairs AMD's latest Ryzen AI 9 HX 470 processor with a compact desktop form factor, targeting local AI inference and creative workloads.

Alex Circuit
Alex CircuitMar 4, 20264 min read