Calculate your AI infrastructure spend before it kills your margins.
The financial modeling and capacity-planning platform for the AI economy. Forecast LLM growth, predict inference costs, and identify bottlenecks before scaling. Built for founders, developers, startups, and AI teams.
Context length creep and concurrency spikes can 10x your LLM spend. Account for token overhead before you scale.
Watch your margins move in real time.
Drag the sliders. See what your AI infrastructure looks like at 100x scale.
AI Spend Risk Score
A 0–100 score combining token volume, agent count, budget controls, and gross margin to flag scale-stage cost risk.
Projections to 100x
See AI spend, revenue, and profit at current, 10x, 50x, and 100x usage. Catch margin collapse before it ships.
Per-provider math
Model input/output token ratios across providers. Cross-check before you commit to a vendor lock-in.
Break-even users
Know exactly how many users you need to stay profitable at every scale tier.
Personalized actions
Claude-generated, founder-grade recommendations: prompt optimization, budget thresholds, model substitution.
Live what-if
Tweak any input and see KPIs recompute instantly. Built for serious financial planning, not quiz funnels.
Enter your stack
Provider, monthly users, requests, tokens, input/output costs, agents, revenue.
See your risk score
A 0–100 AI Spend Risk Score with Low/Moderate/High/Critical tiering.
Get founder actions
Personalized recommendations from a Claude-powered cost analyst.
Don't let token spend eat your runway.
Spend 90 seconds to know if you have a unit-economics problem.
Start the simulator