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Raspberry Pi 6 - What to Expect

Three years after the introduction of the Pi 5 we anticipate a new addition to the Raspberry Pi family, namely the Raspberry Pi 6. Here are the key features to expect.

More Power

The Raspberry Pi 6 is rumoured to adopt the ARM Cortex-A78 (or even the A720) architecture.

Therefore we are likely to benefit from a significant increase from the current 2.4 GHz clock speed to around 3.0 GHz.

This means the Pi 6 will become an even better candidate for a can-do-anything desktop replacement, especially so when the Pi 600 breaks cover.

Integrated Neural Processing Unit

However, by far the biggest and most important feature is the likely incorporation of a native 12 TOPS Neural Processing Unit (NPU).

This not only removes the need for a HAT+ module, such as the $100 Raspberry Pi AI HAT+, but also ensures a faster interface, lower latency and better power efficiency than before.

In fact, with an processing capability of many TOPS (Trillions of Operations Per Second), it would easily allow Pi 6 owners to run a huge range of local LLMs (Large Language Models), plus numerous advanced computer vision applications.

Other Key Features

Using the smaller (7nm or 5nm) chip fabricate design will facilitate cooler runtime operation despite the performance increases.

Maximum RAM configuration are now likely to top out at 32GB, compared with the current 16GB.

Memory storage performance could also be significantly boosted, from around 100 MB/s to many thousands MB/s.

Networking upgrades are pretty much guaranteed, probably to Wi-Fi 6E or even Wi-Fi 7. And maybe a 2.5Gb Ethernet port.

We can also expect enhanced USB Power Delivery to power a wider range of peripherals and add-ons.

And the retention of the 40-pin GPIO header will ensure backward compatibility for applications and maker-projects based on the Pi 5 and Pi 4 boards.

When and How Much?

Late 2026 is the best guess for a Pi 6 announcement, that's 3 years after the Pi 5 was released.

Obviously all this extra capability will come at an increased cost. But exactly what price is very difficult to predict, especially as (at the time of posting) the cost of RAM continues to escalate.

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Raspberry Pi AI HAT+ 2

Following on from its successful initial HAT-style AI add-on board for the Raspberry Pi 5 the foundation has release a second generation product, namely the $130 Raspberry Pi AI HAT+ 2.

This new, more powerful board can run a range of Generative AI models directly on the device, ensuring data privacy and security, while eliminating the need for subscriptions to expensive cloud-based AI services.

A new Hailo-10H neural network accelerator delivers 40 TOPS of inferencing performance with low latency. And with 8GB of dedicated on-board RAM it can handle more sophisticated language (LLM) and vision (VLM) tasks.

Other benefits include tight integration with the Pi Camera software stack (libcamera, rpicam-apps and Picamera2). In fact, you can train a model with custom image datasets and the Hailo Dataflow Compiler.

The initial models availability list - DeepSeek-R1-Distill, Llama3.2, Qwen2.5-Coder, Qwen2.5-Instruct and Qwen2 - will be supplimented by others during 2026.

Visit Hailo’s GitHub for examples, demos, frameworks and and GenAI-based applications, such as VLMs, voice assistants, and speech recognition.

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Raspberry Pi 500 Plus Launch

The Raspberry Pi organisation has announced the new Raspberry Pi 500+ as an alternative to the RPi 500.

Here's the key Raspberry Pi 500+ features compared with the 500 model:

• 16GB SDRAM (500 has 8GB)

• 256GB SSD (500 only has card slot)

• Mechanical keyboard with extra function keys

• Backlight keys with RGB light

• Screw-access case (500 is sealed unit)

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AI in Magazines

Here are some useful AI coding/maker articles.

MagPi magazine

Issue 152 of the official MagPi magazine has a number front page AI feature.
The articles include how to Train before Inference and how to use Tensors in Python. Plus there is a hands-on tutorial showing how to build AI Hat+ and Raspbery Pi AI Camera projects.

Issue 147 of the official MagPi magazine has a number of AI articles.
One article covers the release of the new Raspbery Pi AI Camera, explaining the hardware elements, interface connector and the benefits of its built-in processor.
Another article shows what can be done with the Raspberry Pi AI Kit.
Plus there's a diverse selection of AI projects, including people detectors, ANPR trackers, pose detectors, text generators, music generators and an intelligent pill dispenser.

Linux magazine

In September 2023 the Linux Magazine published an article entitled Artificial intelligence on the Raspberry Pi. This article covers how to use a camera-equiped Raspberry PI to detect objects using pre-trained models loaded via the TensorFlow Lite framework and the OpenCV library.

The December 2024 issue article Ghost Coder compares some of the best AI assisted coding technologies, including GitHub Copilot, CodeConvert, Refraction, Codeium, Figstack, Tabnine, JetBrains AI, Tabby and FauxPilot.

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Raspberry Pi 500 Desktop and Monitor

The Raspberry Pi organisation has announced the Raspberry Pi 500, a significant upgrade from its previous model.

The Pi 500 has the identical quad-core 64-bit Arm processor and RP1 I/O controller to the Raspberry Pi 5, plus a one-piece aluminium heatsink built-in for improved thermal performance, and therefore delivers the same impressive dual 4K display output.

You can also buy a complete Raspberry Pi 500 Desktop Kit, which includes a mouse, a USB-C power supply, an HDMI cable and the Raspberry Pi Beginner’s Guide.

And for a truely stand-alone setup you can also buy the Raspberry Pi Monitor, a 15.6-inch Full-HD IPS display powered directly from one of Raspberry Pi 500’s USB ports.

Raspberry Pi 500 Features:
• 2.4GHz quad-core 64-bit Arm Cortex-A76 CPU, with cryptography extensions
• 512KB per-core L2 caches and a 2MB shared L3 cache
• 8GB LPDDR4X-4267 SDRAM
• 32GB Class A2 microSD included
• Dual-band (2.4GHz and 5.0GHz) IEEE 802.11b/g/n/ac Wi-Fi®
• Gigabit Ethernet
• Bluetooth 5.0, BLE
• 2× USB 3.0 port and 1 × USB 2.0 port
• Horizontal 40-pin GPIO header
• 2× micro HDMI® port (supports up to 4Kp60)
• microSD card slot for operating system and data storage
• 78-key, 79-key or 83-key compact (regional) keyboard
• 5V DC power via USB connector

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