I'm an R advocate. I call R the "Excel Buster". I think reproducible research is very important and tools should follow. Excel has its place in fast mathematics prototyping but for reproducible research it is quite lacking.
sum(1, 2, 3, 10)
[1] 16 # great
mean(1, 2, 3, 10)
[1] 1 # wait, what?