The origin of Stephen Jay Gould's metaphor of “Replaying the tape of life” is explained.
The history of Gould's participation in evolutionary simulation experiments is discussed.
Simulations were an outgrowth of early computing in paleontology.
There is a link between simulations and data models in macroevolutionary analysis.