I dunno. I bought the Spark in January and it has led indirectly to paid work.

I don't use it for local inference so much. I use it to learn.

I also use it as my daily driving Aarch64 development system.

Aside it's also very cool what else can be done with unified GPU memory, once you realize you have it...

Learn model deployment, batching, all the AI inference related things?