LLM Cost Optimization

Purpose

Reduce the cost of an LLM feature without losing the quality that justified it. Most LLM bills are dominated by one or two things that nobody has measured, and the fix is usually structural rather than a matter of shaving tokens.

When to Use

• An LLM feature that is too expensive at current or projected volume.
• Before scaling a feature from pilot to production traffic.
• A bill that grew and nobody can explain why.

Capabilities