When comparing free vs paid AI tracking software, the real question is not price. It is which capabilities belong in the free tier and which are worth paying for as you scale.
What free AI tracking software should include
Connecting your sources, attributing usage and spend by team, and basic alerts should be free. If a tool paywalls the fundamentals, it is not competing on value.
What is worth paying for
Depth is where paid earns its place: workflow benchmarking, forecasting, deeper org intelligence, and enterprise controls like SSO and audit logs. You grow into those, you should not have to buy them to start.
The capability that actually separates tools
Here is the part most AI tracking software misses. Tracking what you spend is where you start, because it is the first number leadership asks for. The compounding value is organizational intelligence: knowing which teams and workflows actually produce results, and spreading what works across the org. Spend tracking tells you what happened. Organizational intelligence tells you what to do next.
Free vs paid is the wrong frame. Spend tracking vs organizational intelligence is the real one.
Start free
Oberhahn is free to start. Connect a source and watch your first dashboard populate in minutes, then see it turn your AI usage into organizational intelligence, not just a spend report. Get started free at oberhahn.com.