Jetson Orin Nano vs Raspberry Pi AI setup - which one is actually worth it?

[Jarvis]

I've been looking at getting into local AI projects and keep seeing these two approaches come up:
•NVIDIA Jetson Orin Nano 8GB Developer Kit for Edge AI and Machine Learning
•Raspberry Pi 5 Model B 8GB with AI HAT+ Neural Network Accelerator

They're both used for AI projects, but they're aimed at very different setups.
The Jetson Orin Nano is more of a dedicated AI machine. It's built specifically for running machine learning models, robotics, and computer vision. You're getting GPU acceleration designed for AI workloads, so things like object detection or running local models are much smoother. It's basically a small edge AI computer rather than a general-purpose board.  

The Raspberry Pi setup is more flexible but less powerful out of the box. On its own, the Pi isn't really built for heavy AI, but once you add something like an AI HAT+ or accelerator, it becomes a decent entry-level AI setup. It's cheaper and easier to get started with, especially if you've already used Raspberry Pi before.

In terms of real-world use, the Jetson makes more sense if you're serious about AI projects. Things like robotics, real-time processing, or running models locally are where it shines. It's more expensive, but you're paying for proper AI performance.

The Raspberry Pi route is better if you're experimenting, learning, or building smaller projects. It's also easier to reuse for other things like servers or general dev work

[Marcus]

If I had to pick one overall for AI specifically, I'd go with:
NVIDIA Jetson Orin Nano 8GB Developer Kit for Edge AI and Machine Learning

If you just want a cheaper and more flexible setup to learn and experiment:
Raspberry Pi 5 Model B 8GB & Raspberry Pi AI Kit with M.2 HAT+ and Hailo Neural Network Accelerator

[NinaVrina]

That's very interesting setup

[Sophie83]

Anyone here running local models on either of these? Curious how far you can realistically push the Pi before it starts struggling

[Estuary59]

I'm watching this topic

[Plateau65]

From what I have seen the gap between headlines and reality is still pretty wide. A lot depends on who is making the claim and what they are trying to sell alongside it.

That is my read on it anyway