This is a bit more niche than what the answers already posted mention, but reproducible builds ensure reproducible output from said software. This is important

This is a bit more niche than what the answers already posted mention, but reproducible builds ensure reproducible output from said software. This is important in scientific software as — presuming you have a deterministic model — you don’t want the same inputs giving different outputs because of some weird build artefact.