Interactive tools

See it in action.

Check hardware compatibility for your model architecture, then estimate compute costs — all in your browser, no sign-up needed.

Demo 1

Hardware Compatibility Checker

Select a model family and a silicon target to instantly see whether it runs stock or needs Brazen's layer — and why.

Compatibility Check
Select a model family and hardware target above to check compatibility.

Demo 2

Compute Cost Estimator

Estimate your training cost and see how switching GPU types affects your budget — with and without Brazen's efficiency layer.

Cost Estimator
8
Standard Rate
$653
8 × H100 × 24 hrs @ $3.40/hr
Via Brazen's Layer
Same cost
We use our own AWS account — you pay no markup. Up to 8% efficiency overhead.
If You Switched to L40S
$281
Same job on L40S @ $1.46/hr — saves $373 (57%)

Get started

Ready to run any model
on any hardware?

Join the waitlist for early access to our compatibility layer, cost tools, and research previews.

Join the Waitlist