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AI cost planning notes.
Practical guidance for estimating AI spend, comparing model costs, and protecting product margins.
How to Plan AI API Costs Before Launch
A simple planning checklist for estimating AI API costs before a product reaches production traffic.
GPT-4o vs. Claude 3.5 Sonnet: Which LLM is Best for Your Budget?
A deep dive into the pricing structures of the two leading AI models. We compare input/output costs and find the sweet spot for your SaaS.
The Unit Economics Trap: Why Most AI Wrappers Fail
Many AI startups ignore their unit economics until it's too late. Learn how to calculate your margins and build a sustainable AI business.
5 Proven Ways to Slash Your LLM API Bill by 30%
Stop wasting money on inefficient prompts. These five strategies will help you optimize your token usage without losing quality.