WooCommerce Product Limits - How many products can WooCommerce support?

I am familiar with WooCommerce, but generally use it in the 300-600 product range. I have a larger scale project I am working on that will initially add 30K products. I have heard all of the "use-a-shovel-to-dig-a-hole" conversations from folks who support other carts such as Magento, OpenCart. However in theory I have been told that it really depends on your hosting (reliability, dedicated server, fast, lots of memory) I wondered if anyone has an example site with that many products running on WordPress / WooCommerce. Thanks in advance.