Interesting! I've got an Ivybridge i5, so that's odd. I did more testing and noticed that read speed wasn't increasing for parallel reads either, it was locked to the lowest speed HDD, a 5200 rpm laptop drive.
But I installed the latest beta and it fixed the problem. Read striping also seems to work now. Thanks a bunch!