Yes, the Binomial Distribution Probability Calculator can handle a wide range of trial numbers, including large numbers. However, for extremely large numbers, the calculations might take longer, and the accuracy of the results may depend on the computing power of the device used and the limitations of the algorithm implemented in the calculator.