Practical reference

AI Unit Economics Guides

Understand cost drivers, pricing, retrieval, and model choices behind the calculators.

Decision guides: 34
Topic paths: 4
Assumptions: Clear

Foundations

Start here for AI unit economics, RAG, and agent concepts plus a shared cost vocabulary.

What Is AI Unit Economics?AI Cost Estimation What Is an AI Agent?What Is RAG?RAG Cost Components Explained

Cost Drivers

Understand which prompt, retrieval, reranking, and cache inputs move cost fastest.

Average Tokens per AI Request: p50/p90 Estimates Context Bloat in RAG What Is Reranking in RAG?What Cache Hit Rate Means for RAG How To Choose Chunk Size and Chunk Count Human-in-the-Loop Cost

Pricing and Margin

Turn modeled cost into break-even prices and gross-margin decisions.

How To Estimate Requests Per User/Month How Much Does an AI Agent Cost?How To Price AI Agent Usage With Credits, Caps, and Margin AI Break-even Price: Formula and Margin Examples Model Selection: Quality vs Unit Cost Fixed Plan vs API Pricing for Coding Tools Best AI Coding Plan for My Usage Codex vs Claude Cost RAG Break-even Price per Seat How Model Switching Changes Margin RAG vs Long-Context: Cost Tradeoffs

Use Cases

Apply the model to support, docs, coding assistant, and research scenarios.

Agent Run Cost Tool Use Cost AI Support Agent Cost per Ticket AI Support Deflection Rate AI Docs Assistant Cost per User Internal AI Assistant Cost per Employee AI Coding Agent Cost per Developer Coding Agent Cost per Task PR Review Cost AI Research Assistant Cost per Report Deep Research Cost per Seat AI Analyst Workflow Cost per Analyst

Ready to model it?

Put the reasoning into numbers.

Use the decision tools to model a workflow scenario with explicit inputs.

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