Size the factory before you build it.

Answer a few quick questions, or enter the numbers yourself. You get a first-pass design for GPUs, racks, power, cooling, three-year cost and risks, on NVIDIA and AMD platforms, with every input traced to a source. Planning estimates only.

Quick questionnaire

All the questions on one screen, no back-and-forth. Pick the closest answer; your design updates as you go. Not sure? Leave the default.

Every number stays editable below.

Prefer to describe it in your own words? Ask the assistant

Your messages are sent to this site’s server and then to Anthropic’s API to be read, one turn at a time. This site does not store them, but don’t include confidential details. Every number stays editable below. Privacy and disclaimer.

Or start from an example

Pick a typical project, then adjust the details below.

Tune the details

Workload Model size (billion params) Concurrent fine-tune jobs GPU platform Rack power available (kW) Go-live target (months) Electricity ($/kWh) Facility PUE Your quote: all-in $ per GPU (optional) Your quote: cloud $ per GPU-hour (optional)

Your first-pass design

Updates as you change the details.

Where the numbers come from

Each input is tagged as verified against a vendor page, an estimate, or your own quote.