Token Cost Optimization

Use Cases

User mentions token savings, API cost optimization, prompt compression, cache strategy, model downgrade, cost analysis.

Quick Start

Token Calculator

Run the calculation script, input conversation scale, and quickly estimate current token consumption and optimization potential:

python scripts/token_calculator.py

The script will prompt for:

• Number of conversation history items / average length
• Model and pricing used
• Current optimization status