Yes, the differences between graphs were fairly substantial. You can get a sense of the EBS vs. ephemeral difference by looking at the "Throughput by Threadcount" graphs (about 1/3 of the way through the post). Briefly, EBS has much higher throughput for random writes; ephemeral (instance storage) is faster for reads and bulk writes.