The Hidden Cost of AI Agents
When you run an AI agent, every interaction costs money. Understanding these costs is crucial for budgeting and optimization.
How Pricing Works
Anthropic (Claude)
- Input tokens: $3 per million tokens (Claude 3 Sonnet)
- Output tokens: $15 per million tokens
- Context window: 200K tokens
OpenAI (GPT-4)
- Input tokens: $10 per million tokens (GPT-4 Turbo)
- Output tokens: $30 per million tokens
- Context window: 128K tokens
Real-World Cost Examples
A typical coding session with an AI agent might involve:
- 50 back-and-forth messages
- Average 2,000 input tokens per message
- Average 1,500 output tokens per response
Total cost: Roughly $2-5 per session depending on the model.
Tips for Cost Optimization
- Choose the right model - Use smaller models for simple tasks
- Be concise - Shorter prompts = lower costs
- Cache when possible - Avoid redundant API calls
- Set budgets - Use provider dashboards to set spending limits
AutoClaw's Cost Tracking
AutoClaw includes built-in cost tracking so you always know exactly what you're spending. No surprises at the end of the month.