Token Velocity & Cost Projector
Forecast token demand, throughput, model cost, and scaling pressure.
Launch tool →Tools
Test the assumption before building around it.
Public diagnostics for estimating cost, throughput, and operational pressure before an architecture decision becomes a production bill.
Sentence Cost Calculator
Estimate the cost of repeated model output at practical operating volume.
Launch tool →Prompt Risk Analyzer
Identify ambiguity, uncontrolled scope, and patterns likely to produce cost or reliability surprises.
Workflow Load Simulator
Pressure-test a workflow before deploying it into real operations.