Understanding cost per task is essential for sustainable agent deployment. Costs can vary dramatically based on task complexity.
Components
- LLM API costs (tokens)
- Tool/API call costs
- Infrastructure costs
- Human review costs (if applicable)
Optimization
- Smaller models for simpler tasks
- Caching and deduplication
- Batching related operations
- Early termination on clear outcomes