Different action user-interface components in a comparison view

A system comprising:

• a listing platform implemented by one or more server devices that are communicatively coupled to a client device;
• and
• a comparison view system implemented at least partially in software of the one or more server devices to:
• monitor user interactions with previously displayed action elements displayed in association with listings of a listing platform and corresponding to actions previously selected using a machine learning model;
• refine the machine learning model based on the monitored user interactions;
• determine, using the machine learning model, which action of the actions to associate with a first listing and a second listing to be displayed concurrently in a comparison view;
• and
• communicating, over a network, the comparison view to the client device causing the client device to display the comparison view, only one action element being displayed in the first listing of the comparison view that is selectable to initiate an action with respect to the first listing, only one action element being displayed in the second listing of the comparison view that is selectable to initiate a different action with respect to the second listing.

One or more non-transitory computer computer-readable storage media storing instructions that are executable by one or more processors to perform operations including:

• monitoring user interactions with previously displayed action elements displayed in association with listings of a listing platform and corresponding to actions previously selected using a machine learning model;
• refining the machine learning model based on the monitored user interactions;
• determining, using the machine learning model, which action of the actions to associate with a first listing and a second listing to be displayed concurrently in a comparison view;
• and
• displaying, in the comparison view, only one action element in the first listing that is selectable to initiate an action with respect to the first listing and only one action in the second listing that is selectable to initiate a different action with respect to the second listing.