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80,000 products in 5,000 or so categories is the largest I’ve heard on a single server but that person is currently making a DB cluster and looking to serve images from a dedicated image server. Magento doesn’t have built-in limitations, you just have to give it the right environment to flourish.
DB Cluster with Master write server and Slave read servers