TPU HBM Calculator
Calculate HBM requirements, TPU topologies, and costs for your model

Model Parameters

8.00 GB

Optimizer State

24.00 GB

Intermediate Buffer

18.00 GB

Total HBM Required

50.00 GB

TPU Recommendations

TPU TypeHBM/DeviceRecommended TopologyTotal DevicesCost per Hour
TPU v6e32 GB2x24$10.80
TPU v5p96 GB2x2x14$16.80
TPU v5e16 GB2x24$4.80
TPU v432 GB2x2x14$12.88
TPU v332 GB2x2x14$8.80
TPU v28 GB2x2x28$12.00

* Costs shown are based on on-demand rates. Lower prices may apply with committed use discounts.