For a lot of algorithms like mining bitcoins or decoding a video directly in silicon you'll get a couple of orders of magnitude improvement in power efficiency.

For a lot of algorithms like mining bitcoins or decoding a video directly in silicon you'll get a couple of orders of magnitude improvement in power efficiency. But these are fairly simple algorithms without any recursion, not much control flow divergence, and predictable memory access patterns.