If you're just grabbing data from one particular site, and don't need a generic solution that will work for all Javascript-driven sites, then there's another idea you should consider.

Remember that the Javascript isn't magic. Study its source and figure out what it's doing. It's probably requesting data in JSON from some predictable URLs. With JSON and HTTP::Tiny you could probably make the same requests using Perl.