An issue occured when you added your own product with a fix price.
When you manually change the price, it shows correctly on the web preview but when you download the pdf generated through the web-preview, it show the original prices
you can view this here, please use discression, these are actual live invoices
http://service.it-geek.be/guest/view/invoice/reBPEQdxaFU2wqf