$60K Data Infrastructure vs. $2M Cloud Equivalent

so… they built a 4PB cluster, 14k cores, 50 GPUs, and it costs them less than my prod Kubernetes cluster on GCP. feels bad.

This is maybe the first “ditch the cloud” post that isn’t totally ideological. Makes sense for their scale + workload. I wish more companies ran the numbers instead of just accepting AWS bills as fate.

idk man, running your own hardware sounds awesome until you have to replace a dead RAID controller at 3am. article doesn’t really mention that part.

the irony is cloud providers would love to sell a customer like this giant blocks of reserved compute. wonder if they actually negotiated or just said “lol too expensive” and bailed.

Really appreciate how this isn't just another "cloud vs bare metal" holy war.The "own the core, rent the periphery" approach is exactly the kind of nuanced thinking we need more of in these discussions. That said,important caveat for anyone reading this: Veridion is processing petabytes of data with predictable workloads. If you're still figuring out product-market fit or your usage patterns are all over the place, premature infrastructure optimization will absolutely kill you.The cloud's "boring reliability" has real value when you need to focus on building the actual product. The 30x multiplier is real, but it only kicks in at serious scale with stable, known workloads. Most startups aren't there yet, and that's fine.