LLM Economics

Estimate OpenAI GPT-5 API spend per call, day, month and year — then compare against Claude and Gemini and see how much switching could save.

Estimate Anthropic Claude API spend per call, day, month and year — then compare against OpenAI and Gemini and see how much switching could save.

Estimate Google Gemini API spend per call, day, month and year — then compare against OpenAI and Claude and see how much switching could save.

Calculate the right price for your AI SaaS product based on LLM costs, target gross margin, and paying user conversion rate. Never underprice your AI product again.

Calculate gross and net margin for your AI wrapper product. See how LLM cost, Stripe fees, refunds, and CAC affect your unit economics and LTV:CAC ratio.

Compare the cost of AI coding tools: Cursor, GitHub Copilot, Windsurf and API-based agents. Find the cheapest option for your engineering team size.

Model the full monthly cost of running an AI agent product: LLM inference, tool calls, vector queries and memory storage — by DAU, with model-tier routing savings.

Calculate the full cost of your RAG pipeline — embeddings, vector storage and retrieval — and compare Pinecone, Supabase and Weaviate to find the cheapest option.

Calculate how much an AI support bot saves by deflecting tickets, reducing agent headcount, and compare labor savings against AI infrastructure cost.

Estimate YouTube ad revenue from monthly views, niche RPM and audience country — monthly, yearly and after tax — with the highest-earning niche flagged.

Estimate Google AdSense revenue from monthly pageviews, niche RPM and country — monthly, yearly and after tax — with the highest-earning niche flagged.

Calculate monthly and annual recurring revenue, project 12-month MRR under your churn, and see the ARR impact of reducing churn.

Calculate customer lifetime value from ARPU, gross margin and churn, then check your LTV:CAC ratio against the healthy 3:1 benchmark.

Calculate blended customer acquisition cost and CAC payback period from your sales & marketing spend, and check it against the target payback window.

Calculate the ROI, net profit and payback period of your SEO investment from traffic, conversion rate and value per conversion.