Economic Models
Transparent, reproducible models of AI costs and useful outcomes.
Models in development
The initial modeling program comprises four prototypes. These are planned research tools; no model results are publicly released yet.
| Model | Intended question | Planned outputs |
|---|---|---|
| Compute total cost of ownership | What is the cost of usable compute capacity? | Annual cost, productive-hour cost, utilization and electricity sensitivities |
| Inference unit economics | What does serving a workload cost? | Cost per input/output token mix, request, and successful task under stated latency assumptions |
| Model provider economics | How do pricing and utilization affect returns? | Scenario revenue, contribution, gross margin, and return on capital |
| Economics of intelligence | When is a task economically useful? | Success-adjusted cost, oversight, retries, and expected net value |
Modeling standards
Every released model will include units, assumptions, input provenance, equations, implementation, sensitivity analysis, limitations, and reproduction instructions. Illustrative scenarios will be labeled and will not be presented as company financials or measured benchmarks.