AI agent cost tracking
How to calculate AI agent cost per successful workflow
Group model calls, tools, retries, fallbacks, and review under one parent run before calculating cost per accepted result.
AI API Cost, LLM Pricing & Product Economics
Source-backed guides to LLM API pricing, AI agent cost, token usage, model routing, and product margins.
Latest analysis
How to control AI API costs before they erode SaaS margins
Allocate LLM API spend to customers and accepted workflows, then compare delivery cost with revenue or a named value measure.
Topics we cover
- LLM API pricing comparisons
- AI agent cost tracking
- API cost calculators and routing
- AI product margins
- OpenAI-compatible migration