Best Debian Single Board Computers of 2026

The Arduino UNO Q offers a powerful dual-processor setup, combining a Qualcomm Dragonwing quad-core CPU with a low-power STM32U585 microcontroller. This gives you the chance to build projects that require both high performance and real-time control, such as object recognition, voice commands, and motion detection. It runs Linux Debian OS, allowing you to code in Python and access AI vision and sound features, making advanced AI applications more accessible. With 2GB of RAM, 16GB storage, and built-in Wi-Fi 5 and Bluetooth 5.1, you can easily connect and expand your project. Plus, its classic UNO shape supports existing shields, and USB-C makes powering and connecting simple.

The Google Coral Edge TPU is a coprocessor designed to accelerate machine learning tasks on single board computers. It features a 32-bit Cortex-M0+ Microprocessor, USB 3.1 port, and a USB 3.0 Type-C socket. The device is compatible with Debian Linux on the host CPU and supports the use of custom architectures through TensorFlow. Its main feature is the Google Edge TPU ML accelerator coprocessor, which enables the device to fully support MobileNet and Inception architectures. Additionally, it is compatible with Google Cloud. With the Google Coral Edge TPU, you can speed up your machine learning processes and enjoy seamless connectivity with other devices.

The seeed Coral M.2 Accelerator is designed to speed up machine learning tasks efficiently. With its built-in Edge TPU coprocessor, it can handle trillions of operations per second while using very little power, making it ideal for running advanced vision models quickly. If you use Debian Linux, this accelerator easily integrates with your system through a compatible card slot, ensuring smooth operation. It supports TensorFlow Lite, so you can run pre-built machine learning models without starting from scratch. Plus, with AutoML Vision Edge compatibility, you can create and deploy custom image recognition models fast, helping you build smart applications with ease.

The seeed studio Coral Accelerator is designed to boost your machine learning tasks with impressive speed and efficiency. It features a powerful Edge TPU coprocessor that can handle up to 4 trillion operations per second, allowing you to run complex models like MobileNet v2 smoothly and quickly while using very little power. This makes it ideal for projects where energy efficiency matters. It works seamlessly with Debian Linux systems, so you can easily integrate it into your existing setup. Plus, it supports TensorFlow Lite, letting you run pre-built models without starting from scratch. If you want to create your own image classification models, it also supports AutoML Vision Edge, making custom model deployment simple and fast.

The EC Buying Raspberry Pi Pico is a compact and powerful microcontroller board designed to introduce you to the world of Internet of Things and microcontroller projects. It features a dual-core ARM Cortex M0+ processor running up to 133 MHz, giving you enough speed to handle tasks quickly and efficiently. With 264KB of SRAM and 2MB of onboard flash memory, plus support for additional external flash, you have plenty of space for your programs. You can program the Pico using popular languages like C, C++, or MicroPython on various operating systems, making it accessible for many users. Plus, its rich hardware interfaces, including multiple GPIO pins, SPI, I2C, UART, ADC, and PWM channels, provide great flexibility for connecting sensors and other devices.

The Orange Pi 3 LTS SBC is an open source board that features an Allwinner quad-core 64-bit A53 high-performance processor, 2GB LPDDR3 running memory, and 8GB EMMC Flash. It also comes with a 3.5mm audio port, TF card storage, HDMI2.0a output, power management, infrared reception, USB2.0/3.0 interface, LED indicator, and Gigabit Ethernet support. This single board computer supports Android 9.0, Ubuntu, and Debian, making it suitable for various tasks such as office work, gaming, software development, and intelligent embedding. Additionally, it includes onboard WIFI+Bluetooth, a US Type-C power supply, and an aluminum heat sink. The Orange Pi 3 LTS SBC is a versatile and flexible computer that can be used for a wide range of applications, thanks to its open-source nature.

The Orange Pi 5 Pro is a powerful single board computer designed to give you high performance with its Rockchip RK3588S 8-core processor and LPDDR5 memory. This means you can expect smooth multitasking and fast processing for your projects. It also includes a built-in neural processing unit (NPU) that boosts AI tasks, helping you run smarter applications with ease. With support for 8K video decoding, you can enjoy ultra-clear, detailed video playback, perfect for media projects or displays. Plus, its dual-band WiFi 5 and Bluetooth 5.0 ensure reliable and fast wireless connections, making your setup more convenient and efficient.

The Orange Pi 6 Plus offers a powerful 12-core processor that helps you run complex AI models and handle demanding 3D graphics smoothly. With fast LPDDR5 memory and dual NVMe SSD slots, you get quick data access and plenty of storage, perfect for heavy workloads. Its wide range of ports, including USB 3.0, HDMI, and 5G Ethernet, makes connecting your devices easy and versatile. Plus, this mini PC works well in many settings like smart offices or industrial automation, giving you a flexible and high-performance system that adapts to your needs.

The InnoMaker DAC Mini Hat is designed to fit perfectly with various Raspberry Pi models, including the Zero series and full-sized boards like the Pi 5 and 4. This means you get a neat setup without worrying about compatibility issues or bulky overhangs. It works smoothly with popular music player systems and common operating systems, giving you flexibility no matter what software you prefer. The high-quality PCM5122 DAC paired with a powerful headphone amplifier ensures you enjoy clear, detailed sound whether you're using headphones or speakers. Plus, with both RCA and 3.5mm outputs, you can easily connect to different audio devices for versatile listening options.

The Libre Sweet Potato SBC, by Libre Computer Project, offers the latest software support with Ubuntu 22.04 LTS, Debian 12, and CoreELEC. Its advanced UEFI BIOS allows customization and flexible boot options. With extreme power efficiency, it consumes only 1W at idle, making it ideal for continuous operation. The hardware-accelerated 4K codec support enables smooth Ultra HD video playback. Additionally, the USB Type-C power input and USB header for expansion provide convenience for various peripherals.