Skip to content

Who pays for the runs ​

Shibbo's maintainer pays for every model run from personal API accounts. A prose run costs a few dollars per model, and the interface, code and report runs cost a little more on top.

Ways to help ​

  • Run a model with your own key. Measure a new model has the steps. Open a pull request with the results and shibbo adds the model to the maps.
  • Report a model shibbo missed. Open an issue with the model's name and its release page.
  • Add or correct a tell. The guide to adding a tell shows the format.
  • Star the repo, so other people find the project.

There is no donation link yet. We may add one if the project grows.

Measurements from Graphite’s AI Tells (2026), CC BY 4.0. Code under MIT.