Topic: usage-based-pricing

I Accidentally Built Karpathy's LLM Wiki

I set out to track how AI companies price and accidentally rebuilt Karpathy's LLM wiki — a model-maintained, evidence-grounded knowledge base. Here's what converged.

AI Cost Intelligence: Why You Need a Graph

AI cost intelligence requires a graph, not a dashboard. Learn the 4-layer architecture: ingestion, cost graph engine, rating engine, and contract attribution.

Usage-Based Pricing: Complete Guide for SaaS

Usage-based pricing aligns revenue with actual consumption, not flat fees. Learn the fundamentals, real-world examples, and why AI is making it essential.