I have already experienced this.
When I started coding up
bitprices I was initially using a locally running instance of the toshi server. It took something like a month to get to May 2015 and once it started hitting the spam attack days, things just slowed to a crawl with some blocks taking 10+ minutes to verify and I soon realized it would never catch up at that rate. So I shut it down and switched to btcd instead. Toshi was running on a fairly beefy server: 16 core, 48 gig ram, Raid 1 7200 RPM. It turns out the limiting factor was the disks and SSD is now recommended for running Toshi.
I realize this is somewhat apples and oranges with bitcoind. But I wonder if toshi would even keep up on SSD with 2+ mb blocks.
The Blockchain Size Download Speed Singularity = The blockchain itself is so big, that it is impossible to download it all from the start, and by the time you download it, it grows even more.