GPU Sizing StudioOpen the app

Size your GPU fleet before you buy it

Plan GPU capacity for your model deployments — weights, KV cache, and cost — across AWS, Azure, and GCP, in minutes instead of a spreadsheet.

GPU sizing

Model weights, KV cache, and batch headroom — sized against real instance shapes on AWS, Azure, and GCP.

Cost comparison

On-prem vs. cloud, reserved vs. on-demand — see the total cost of ownership before you commit.

Vector DB selection

Pick the right vector store for your scale and latency budget, sized alongside your model deployment.