However, it is actually possible to nab the perfect GPU for your gaming rig, Bitcoin mining operation, or your future supercomputer, without having to sell a kidney.
Re-stock bots
In times of need, don't be afraid to turn to non-human resources to help get you what you need. In this case, re-stock bots on Twitter are good starting points to let you know when GPUs are even available for the buying.
On Discord groups like StockRadar you'll be able to swap info with other GPU hunters and make use of Discord bots, which are way more advanced than Twitter bots. Make sure to read the rules and customize your notifications.
Other server options include StockDrops and TechStockBot which actually organizes GPUs by brand (helpful for those looking to get their hands on a specific card). Heads up: Each server has its own specific set of rules, so be ready to read the proverbial manual.
Retailer alerts
Popular sites like Newegg and EVGA will notify you when out-of-stock items are replenished. EVGA switched to a queue-based notification system that will send you a link to an item once it's your turn to buy. This link will allow customers to purchase said product (in this case a graphics card) for eight hours.
If you're not the type that can code your own GPU-hoovering shop bot, you can go one of two routes. You can purchase a bot from creators like Bounce Alerts which is designed to rove online retailers in search of plunder to get the job done (these bots have already proven highly successful in doing so). Or you can turn to the crowd.
In response to a robust scalping movement, some generous souls have also decided to make, and sometimes release, their own bots for free on GitHub, though, you'll have to do some digging to find one that works for you. Reddit and Discord are probably good places to start asking around for bots to do your GPU bidding.
The bottom line
GPUs are just scarce right now. Between demand for Bitcoin mining rigs and PC gamers looking to further increase graphics performance to suit next-gen games, you've got some stark competition. While none of these tips will guarantee that you can secure a new card, the combination of them will vastly improve your chances. So, with a little bit of diligence and a lot of luck, you might just hack your way into the GPU(s) of your dreams.