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LLM cost, explained
Practical guides on attribution, model tiering, prompt engineering, and building AI products that don't drain your runway.
"Model Cascading: How Production Teams Cut Inference Costs by 40-60%"
"The price spread between cheap and expensive models is now 178x. Model cascading is the single biggest cost lever for production LLM deployments. Here is how to implement it without degrading quality."
How to Reduce Your Anthropic Bill
Four Anthropic-specific techniques for cutting your Claude API bill: caching markers, eval-gated model downgrades, the Batch API, and agent discipline.
Free Open-Source LLM Cost Analysis - Try Cost Skills
Use free open-source Claude Agent Skills to analyze your LLM traffic, break down costs by model and route, and discover optimization opportunities without signing up.
Why AI startups burn 30% of their seed round on inference without knowing it
Early-stage AI startups burn through seed capital on inference without knowing which features cost the most. Here is how to track it before it is too late.
LLM Cost Optimization: A Practical Guide for Production Teams
Your LLM bill is growing and you don't know why. Here's how to attribute every euro to a feature, pick the right model tier, and cut costs without sacrificing quality.