Cost optimization guide
LLM cost optimization without wrecking quality
The best LLM cost optimization stack combines prompt compression, caching, model routing, and measurement.
The LLM cost optimization stack
- Prompt compression (highest impact) - Remove 60-85% of input tokens
- Caching - Avoid repeating identical API calls
- Model routing - Use cheaper models for simpler tasks
Frequently asked questions
Is compression better than switching models?
They solve different problems. Use both for maximum savings.
How quickly can I implement compression?
About 1 hour. Install, add 3 lines of code, and start compressing.