EFuturesCFO · AI Companies Suite
Model Training ROI Analyzer
Calculate the total investment in training runs, estimate lifetime revenue, and determine payback period and ROI for new model development.
Executive Summary
Cost Breakdown
ROI Enhancement Levers
Cumulative Revenue vs Investment
Methodology
Total Investment = (Compute × Runs) + Data Prep + (Eng Hours × Rate) + (Fine-tune Runs × Cost) + Evaluation. Lifetime Revenue compounds monthly inference revenue by growth rate, quality uplift, retention impact, and a competitive-advantage premium for early months. ROI = (LTV − Investment) ÷ Investment. Payback = first month cumulative revenue exceeds investment. Peer frontier-model training budgets: $20–100M+.