AI Agents Cost 10-50x More Than Chatbots: The Real Token Numbers and How to Cut Your Bill
If you’ve recently tried building an AI agent — using tools like OpenClaw, AutoGen, or similar frameworks — you may have noticed something surprising: The cost doesn’t scale the way you expect. A workflow that feels “small” can quietly consume hundreds of thousands of tokens. In some cases, a single automated task can cost several dollars — or more if it runs repeatedly. This isn’t a bug. It’s how agent systems work today. ...