That's kinda like a traffic engineer saying "I always get stuck in a massive traffic jam while driving back home. I know, we'll add another lane to the highway."

If a tool runs poorly on commodity hardware the solution isn't "get better hardware," but "improve the tool."

...okay, unless the tool absolutely requires specialized capabilities, like a neural network which needs a dedicated GPU for number crunching.