Sympathetic bias occurs when an investigator has overlapping sympathetic preferences with respect to the experimental sponsor. This bias may develop from repeated association with the sponsor, and it may be important for understanding why the investigator chooses an experimental design that is excessively predictable. Randomization methods are surprisingly predictable, and sympathetic bias may be partly responsible.