Earlier quoted context omitted.
Self-hosted 8xH100 is ~$250k, depreciated across three years => $80k/year, with power and cooling => $90k/year (~$10/hour total). AWS charges $55/hour for EC2 p5.48xlarge instance, which goes down with 1 or 3 year commitments. With 1 year commitment, it costs ~$30/hour => $262k per year. 3-year commitment brings price down to $24/hour => $210k per year. This price does NOT include egress, and other fees. So, yeah, th…
$120K isn't going to cover the fully loaded costs of an SRE who can set up and run that. Hiring 1 person to run the infrastructure means that 1 person is on-call 24/7 forever. If there's an issue with the server while they're sick or on vacation, you just stop and wait. If they take a new job, you need to find someone to take over or very quickly hire a replacement. There's a second bus factor: What happens when that…
These come in a non-flakey variant?