Guides

AI and SaaS cost decision guides

Real-world explanations for deciding between subscriptions, APIs, rented infrastructure, open-source alternatives, and creator software stacks.

Decision guides

Read before switching tools

AI subscriptions ChatGPT Plus vs API: When a Subscription Is Cheaper Than Usage-Based Automation

A real-world guide to deciding whether ChatGPT Plus, Business, or API usage is the cheaper and safer path for a small workflow.

AI image workflows Midjourney vs Flux Local: When Open Image Models Save Money and When They Waste Time

A practical image generation cost guide for comparing subscriptions, hosted Flux runs, and rented GPU workflows.

AI video workflows AI Video Cost: Why Credits Alone Do Not Tell You Whether a Tool Saves Money

A practical guide to comparing AI video subscriptions and generation credits with human editing time and cleanup work.

Knowledge base AI Notion AI Alternative Cost: When a Built-In Workspace AI Is Worth Paying For

A guide for comparing built-in workspace AI with API-powered or open-source knowledge-base assistants.

Creator operations Creator Tool Stack Cost: The Quiet Subscription Creep Behind a Small Media Business

A practical guide for creators who want to reduce editing, design, AI, scheduling, analytics, and storage subscriptions without breaking their workflow.

Existing guide archive

Calculator math guides

Calculator guideHow to Estimate LLM API Costs Before You Launch

Existing calculator education page kept live for search compatibility and internal learning paths.

Calculator guideAI SaaS Unit Economics

Existing calculator education page kept live for search compatibility and internal learning paths.

Calculator guideFreemium Conversion Math

Existing calculator education page kept live for search compatibility and internal learning paths.

Calculator guideSaaS Pricing Break-even

Existing calculator education page kept live for search compatibility and internal learning paths.