Simulation of casting and joining processes and experimental planning are closely related to liquid metallic materials’ thermophysical properties. Thermophysical properties datasets of Ni-based industrial alloys were analyzed through the application of experimental methods and theoretical models. The use of two or more models is useful for the constructing confidence intervals for predicted values that, combined with the experimental data obtained by different experimental methods, are necessary for data reliability assessment.