Token Costs Add Up Fast
If you run an AI assistant, API costs are your biggest expense. A heavy GPT-4o user can easily spend $50-100/month on tokens alone. Here are proven ways to cut that bill.
1. Use the Right Model for the Right Task
Not every message needs GPT-4o. For simple questions like "What is the weather?" or "What time is my meeting?", a cheaper model like Gemini Flash works just as well.
Strategy: Use a premium model (GPT-4o, Claude) as default, but route simple queries to a cheaper model automatically.
2. Optimize System Prompts
Long system prompts consume tokens on every single message. A 500-word system prompt costs you tokens 100+ times per day.
Strategy: Keep your system prompt under 200 words. Be specific but concise.
3. Limit Conversation History
By default, many AI assistants send the entire conversation history with each message. A 50-message conversation means you are sending all 50 messages every time.
Strategy: Limit context to the last 10-15 messages. Use summarization for older context.
4. Cache Common Responses
If your assistant handles the same questions repeatedly (weather, schedule, news), cache those responses instead of making a new API call each time.
5. Use ClawMate
The simplest way to reduce token costs: let someone else handle it. ClawMate includes AI API access in the $29.99/month subscription. No separate API bill, no token optimization needed. We handle the cost optimization on our end.
Estimated Savings
Applying tips 1-4 can reduce your self-hosted API costs from $50/month to $15/month. Or just use ClawMate and pay a flat $29.99/month for everything.