Plug in your fleet.
See the number.
One calculator per buyer, not one calculator for everyone. Neocloud operators, FinOps teams, enterprise on-prem owners, and security leadership each get a model tuned to the lever they actually pull. Numbers are illustrative; measured numbers come from an engagement.
Schrödinger Files
Long-form engineering notes on kernel-level governance, eBPF probe design, on-host SLM persona switchboards, and what the ledger actually proves. Light/dark, printable, RSS-subscribable.
Neocloud ROI Calculator
Plug in fleet size, sellable hourly rate, and current utilization. Model the GPU-hours you can resell and the revenue uplift that goes with them. Modeled, not measured.
GPU utilization benchmark
How we landed on a 20% relative uplift as the default — what the literature reports, what neocloud public filings disclose, and where the plausibility cap should sit.
FinOps reclaim calculator
If you rent GPUs by the hour, model the spend you can reclaim by quantizing and tightening scheduler hygiene. Same engine as the neocloud calc, inverted framing.
Enterprise CAPEX deferral calculator
Owned-cluster math: cluster CAPEX, refresh cycle, and utilization gain → months of refresh deferred and NPV of deferred capital.
CISO compliance-ROI calculator
Compliance-enabled revenue (regulated workloads the persona unlocks) and breach-cost avoidance. The CISO calc the homepage calculator is mislabeled as.