AI Calculators
AI cost, usage, budget, ROI, and operations calculators for teams using LLMs.
What these calculators help with
AI calculators help teams estimate token spend, usage growth, agent costs, team budgets, and ROI before an AI workflow scales. Use them to separate direct model cost from seats, tools, retries, labor value, and operational assumptions.
Use these calculators when planning budgets, evaluating vendors, estimating usage, or deciding where optimization work is worth testing. The outputs should be checked against quality, reliability, adoption, review needs, and provider pricing.
Start with these calculators
AI Token Cost Calculator
Estimate direct model token cost from prompt size, response size, request volume, and pricing tier.
AI ROI Calculator
Compare AI cost with measured labor value and expected revenue contribution.
AI Agent Cost Calculator
Estimate multi-step workflow cost from tasks, model calls, token usage, and tool fees.
Calculator clusters
Token and usage cost
Start with direct model spend, then compare monthly run-rate, model tiers, and prompt-size optimization.
Workflow and team budgets
Account for agent steps, tool fees, user seats, and subscription stacks before scaling across a team.
ROI and operating impact
Estimate whether saved time, support deflection, content production, or revenue contribution can justify the spend.
Actual AI costs depend on provider pricing, model choice, token usage, discounts, caching, retries, batching, tool calls, workflow design, and usage volume.
AI Token Cost Calculator
Estimate direct AI model token cost from prompt size, response size, request volume, and the selected per-token pricing tier.
AI Monthly Usage Calculator
Project monthly AI token spend from daily usage, average prompt size, and response size.
AI Agent Cost Calculator
Estimate the monthly cost of an AI agent from tasks, steps, tokens, and tool costs.
AI Team Budget Calculator
Estimate a team's monthly AI budget from seats, usage, seat fees, and model pricing.
LLM Cost Comparison Calculator
Compare monthly token costs between two editable LLM pricing options.
AI ROI Calculator
Estimate whether an AI workflow's monthly cost is supported by measurable labor value and expected revenue contribution.
Prompt Optimization Savings Calculator
Estimate monthly savings from reducing prompt length while keeping output volume constant.
AI Content Production Cost Calculator
Estimate AI-assisted content production cost from token usage and human editing time.
AI Customer Support Savings Calculator
Estimate support cost savings from AI ticket deflection after AI handling costs.
AI Subscription Stack Calculator
Estimate monthly spend across AI subscriptions, seats, add-ons, and usage overages.