Pick four players. Seats are dealt to the houses at random unless you turn that off.
Pick four entrants, such as one model with thinking on and the same model with it off. They play a series of matches that rotates them through the houses, and the results compare them.
Any OpenAI-compatible service works. Keys are kept in a file on this machine (data/keys), never in the config or the published copy.
The new model plays from this house's next turn and inherits its land, notebook and agreements. It is told it took over, and the other houses are told the house is now played by someone new.
The match is saved and resumes from the same turn next time. You can close this window.