When it comes to the arms-race of GPU scams, an ounce of prevention is worth a pound of cure.

RAM prices are completely out of control. The AI rush has made even old GPUs worth more than ever before, so it's no surprise that affordable GPUs have become a hot commodity and fertile ground for scams. As more and more false listings hit both the online world and the physical streets, a keen eye may be all that stands between you and a con.

The overwhelming demand for GPUs in the AI sector, both from major companies and individual hobbyists, has led to crazy price spikes. This has, in turn, fueled a deluge of scams. Buyers have reported receiving bags of pasta and rice instead of a GPU or even getting just a picture of the GPU they ordered instead of a physical product. Physical repair shops have also been victimized, with some traded-in GPUs being nothing more than empty shells with their memory dies removed (and sold to other consumers).

The first thing you need to avoid scams like this is a sense of caution. While it's not impossible to find an affordable GPU in 2026 , any deals on Facebook Marketplace or eBay that are too good to be true, probably are. Not only should you avoid taking a chance on what feels like an unreal price, but you should also avoid placing your trust in stock photos when buying from these sites. Even with an in-hand photo, try searching for the picture on Google Images to check if it's pulled from elsewhere.

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