b200

Separate Blackwell chip gains from the 72-GPU domain, follow a token to its expert owners, and test placement instead of dividing model bytes by 72.

Compare the cost of serving the same workload at the same latency and quality. A memory-traffic estimate explains what each GPU might improve; measured throughput and your actual rental price determine the purchase.

Compare GPU memory, decode traffic and measured useful throughput. Work out a capacity ceiling without mistaking it for a performance forecast.

Count weight and cache traffic on a specified B200 configuration, check finite capacity, and separate aggregate throughput from per-user pace. Worked bounds guide a benchmark rather than replace it.