Real bicycles also have larger wheels for a reason - its much more efficient and rolls over bumps and ruts much easier.
“Tires with a smaller diameter have a higher rolling resistance with the same inflation pressure, because tire deformation is proportionally greater. The tire is flattened more and is “less round”.”