Mac mini scalpers are having a field day thanks to AI hobbyists

So here’s something I didn’t have on my bingo card for 2026: a Mac mini shortage driven by AI.

Apple’s compact desktop, which has quietly been one of the best-value machines in the lineup for years, is now completely sold out through official channels. And if you want one today, you’re looking at eBay, where sellers are slapping on premiums that would make a GPU scalper blush.

I’ve been watching these listings for a week now. Base models that retail for $599 are going for $750-$850. The higher-specced versions with more RAM and storage — the ones AI users actually want — are seeing even steeper markups. One listing for a maxed-out M4 Pro model was asking damn near $3,000. That’s almost double the original price.

What changed? It’s not like the Mac mini suddenly became a better computer. It’s always been a solid little box for everyday work. The difference is that people figured out these M-series chips are surprisingly good at running local AI models. Not training them, mind you — you’re not going to fine-tune Llama 3 on this thing. But for inference? For running models like Mistral, Llama.cpp, or even some of the smaller quantized versions of GPT-class models locally? The unified memory architecture and the Neural Engine make it punch way above its weight class.

The result is a weird little gold rush. AI enthusiasts who want to run models locally without relying on cloud APIs are snatching up Mac minis. Developers building AI-powered tools on Apple Silicon are buying them as test boxes. And scalpers, being scalpers, noticed the demand and jumped in.

This is higher than I expected, honestly. I figured Apple’s supply chain would have caught up by now. But between the M4 generation’s popularity and the AI angle creating extra demand, they just can’t keep these things in stock.

What’s frustrating is that Apple’s official refurbished store is also cleaned out. Usually that’s a reliable backup when new units are scarce. Not this time. Even the refurbs are gone.

If you’re in the market for a Mac mini specifically for AI work, I’d say wait if you can. The current eBay prices are absurd, and this kind of shortage usually forces Apple to ramp up production within a quarter. But if you absolutely need one now? You’re going to pay the idiot tax.

Alternatively, consider the Mac Studio. It’s more expensive upfront — $1,999 base — but it’s actually in stock at most retailers, and the M2 Ultra variants have even more unified memory for larger models. You’ll pay more, but you won’t pay scalper prices.

Or, you know, just run your models on a Linux box with a decent GPU. The Mac mini is convenient and power-efficient, but it’s not the only game in town. The hype is real, but so is the markup, and I’m not convinced the premium is worth it for most people.