Interactive placement simulation

Change the seed, job count, or SKU prices and re-run — the real placement engine recomputes live in your browser, and the same seed always gives the same run. ← Back to overview

seed

jobs (max 200)

H100 $/hr

A100 $/hr

MI300X $/hr

edge $/hr

Defaults are cited public on-demand rates. Editing prices makes the run a hypothetical what-if (the price citations still show below for reference). Enter re-runs.

Fleet view

Live slice fill per SKU for the selected scheduler.

Decision stream

Every placement, in order. Click a row to see its alloy why record.

TCO — Alloy vs naive

Cost, utilization & projection. Assumptions and price sources shown for audit.

Utilization & stranded capacity

The anti-fragmentation contrast: how much of the fleet each scheduler actually uses.