[janalsncm]

For data analysis and medium-sized ML jobs, my personal computer is so much faster and more responsive than any cloud solution. Of course you get none of the resiliency or security guarantees of the cloud, but it’s a data point. I genuinely hate using cloud and avoid using it if at all possible. Even a MacBook Pro is faster.