[CALCULATOR]
AI training cost calculator
Estimates GPU-hours and total compute spend for training a dense transformer from scratch. Uses 6·P·tokens FLOPs and 50% MFU. Pick a server SKU; pricing is live from the Servers.Computer index.
GPU-hours
443,038
Wall-clock (days, 1 node)
18,459.9
Compute spend
$10,854,430
Assumes 6·P·tokens FLOPs (Kaplan/Chinchilla), 50% MFU, single-node throughput. Multi-node scaling typically achieves 70–90% efficiency — divide wall-clock by node count and multiply spend modestly.
Definition
What is Servers.Computer?
Servers.Computer is an AI compute routing and procurement layer that benchmarks, compares, and deploys GPU clusters (NVIDIA H100, H200, B200 and AMD MI300) across global cloud providers in real time.