With the S3's it all comes down to cost for power, if you get a good deal on your power, the S3's are a nice option. Mining is in turmoil, the altcoins ironically are disruption in sha256 mining even though everyone trades them in for btc. I got ROI in 42 days on my scrypt asics.
My power is pretty cheap (.08 per kwh) so as long as difficulty increases are under control, things look pretty good here.
What is the profitability like in scrypt mining as of late? I don't know that I ever would do it, though... I actually believe btc has a long future ahead of it, and I don't so much think so about altcoins. :p
Yeah you should do well with those power costs. Difficulty has leveled out a bit for the past couple of adjustments, it's sort of knocked out the home miners who were looking to make say $100 a day. Personally, I think difficulty has had smaller increases (less than 10%) for the past two adjustments because it's caused a lot of causal miners to turn off equipment because the power to run them cost more than what they made. The new asic miners for bitcoin are not priced low enough or power efficient enough, take a kncminer neptune, that miner needs about 2000 watts to run, at $6k each, you're looking at about 180 to 200 days before you see a return with power costs between 0.08 and 0.15. Let's say it makes 10 bitcoins between now and the 200 days, that's less than buying the miner right now ($5.8k at todays price), you might as well just buy the bitcoins. Don't let that discourage you though, I'm a bitcoin believer and I think it's worth investing in at any cost. I think in the next few years, bitcoin is going to be the pay we pay for anything online.
If you want to get into bitcoin mining, pick up some antminer s3's, your power costs make it an attractive buy and see if anyone will give you some coupons for them too to bring the price down even further.
Bitsaurus is right, I did get into mining altcoins (mainly litecoin) early (in 2013), so this year I've been mining both bitcoins and altcoins. The altcoin market is very, very tricky, there are only a few other coins that have a large marketcap that people seem to really believe in (litecoin, dogecoin, peercoin, and feathercoin), everything else people use to trade-in for bitcoin immediately (including myself). The profitability of late has been better with scrypt, i've been getting back $0.19 per $1 invested vs $0.10 per $1 on bitcoin.