I manage infrastructure for a small healthcare AI startup and we have been planning our next GPU investment for about two months now. Our current setup is handling the workload but barely and the roadmap we are committed to over the next eighteen months is going to outgrow it faster than I would like.
The B200 has been on our radar since the specs dropped and the memory capacity alone addresses a problem we run into constantly with our current hardware. But most of what I can find online is still benchmark focused coverage rather than honest accounts from teams actually running it in production environments.
Procurement research has already started on our end regardless. I saw some platforms that cover data center GPUs including https://www.microcenter.com/ and https://www.ebay.com/ but B200 specific listings were either absent or difficult to verify. Found more promising availability browsing through NVIDIA B200 GPU 192GB | Request a Quote for Enterprise Deployment – Orange Hardwares which at least gave us a realistic starting point for procurement planning.
Has anyone moved beyond evaluation and actually deployed B200s in a real workload environment yet? Would genuinely appreciate honest feedback on whether the real world performance matches the paper specs before we commit the budget.