OpenClaw Cost Optimization Guide

Quick Wins

1. Switch to DeepSeek (10x Cheaper)

DeepSeek V3.2 offers GPT-4-level performance at 1/10th the cost.

Update your config:

{
  "llm": {
    "provider": "deepseek",
    "apiKey": "sk-...",
    "model": "deepseek-chat",
    "baseURL": "https://api.deepseek.com/v1"
  }
}

2. Set maxTokens Limits

Prevent runaway costs by capping response length.

{
  "llm": {
    "model": "gpt-4o"
    // No limit!
  }
}

{
  "llm": {
    "model": "gpt-4o",
    "maxTokens": 4000
  }
}

3. Use Smaller Models for Simple Tasks

Not every task needs GPT-4. Use cheaper models when possible.

Advanced Optimization

4. Optimize Your Prompts

5. Enable Response Caching (If Supported)

Some providers cache repeated prompts. Check your provider's docs.

6. Monitor Usage

Set up alerts in your LLM provider dashboard:

• OpenAI: Usage limits in Settings
• DeepSeek: API dashboard
• Claude: Anthropic Console

Cost Comparison Calculator

Use our Cost Estimator to compare:

• Different providers (OpenAI, DeepSeek, Claude)
• Different models (GPT-4.1, GPT-4.1 Mini, DeepSeek V3.2)
• Your expected usage (tokens per day)

Also check our DeepSeek V3.2 vs GPT-4.1 deep-dive comparison for a detailed breakdown.

Real-World Example

Best Practices

Last Updated: February 6, 2026 | Potential Savings: Up to 93% by switching to DeepSeek