Audacity is a robust audio editing software with multi-track capabilities and a variety of audio effects, making it suitable for in-depth audio production. In contrast, Spek focuses on providing a visual analysis of audio files, offering a simpler and more lightweight tool for users who need to inspect audio spectrums rather than edit them.