Annual payroll-
Annual compute-
Compute : payroll-
Value of gains-
Annual cost comparison
Monthly projection
Compute (teal) vs payroll (indigo) per month. The dashed marker shows the first month compute exceeds payroll.
Bryan Catanzaro, Nvidia's VP of applied deep learning, said his team's compute costs now far exceed what the company spends on the employees using it. Use this calculator to model when your own AI compute spend crosses payroll, and what efficiency gains would need to deliver to justify it.
Compute (teal) vs payroll (indigo) per month. The dashed marker shows the first month compute exceeds payroll.
Verified context: Catanzaro's statement, reported by Forbes and shared via Unusual Whales, is that Nvidia's applied deep learning team spends more on compute than on the people using it. No specific dollar figures were disclosed.
Illustrative estimates: Every number this calculator produces is a simplified model of your own inputs. It assumes flat payroll, compounding monthly compute growth, and values productivity gains as a percent of payroll. Real budgets involve utilization, reserved pricing, attrition, hiring, and revenue impact this model ignores.
This tool is for education only and is not financial, accounting, or investment advice. Compute exceeding payroll is not automatically bad: if compute-driven output grows revenue faster than costs, a high ratio can be rational. Validate assumptions with your finance team before committing budget.