Hi Rellwood and thanks for your comment.
Elasticsearch is free for self-managed usage. It just turned out that the webpage that I was referring to has changed.
Here you can download the latest version for your operating system.
https://www.elastic.co/downloads/elasticsearch
If you are using Windows I would recommend trying "MSI (BETA)" installation, its easier than getting it up and running from ZIP file.
Hope that helps!