Anyone use R here?
I'm looking to replace my 2006 Mac Pro (2x3GHz Xeon, 2 GB RAM). I do scientific computing/statistical analysis, so pure processing speed is my main concern. I don't care about expandability, graphics, extra HDs, games, etc. -- just computational speed. I'm buying this for work so price is not a major concern, although value per $ is important. The main software I use is R, which doesn't (easily) take advantage of multiple cores. I'm hoping to keep whatever I buy for at least 4 years.
I had been planning to buy a new MP, leaning towards the 3.33GHz 6-Core Westmere. However, yesterday I was in the Apple Store testing some R code on the previous Nehalem MP (they didn't have the new model yet) and the new iMacs (3.2 GHz i3, 2.8 GHz i5). I was surprised to see that performance for my needs was roughly comparable across all three machines. That being the case, I am now considering buying two 3.2 GHz 27" iMacs, which would cost about the same amount as one 6-core MP (and I wouldn't have to buy a separate monitor). With two iMacs, I could get true multiprocessor performance from R, even if each iMac is slightly slower than one MP. There would also be some work involved in stitching together the results from two machines into one set of results at the end, but I think I can deal with that.
I'd appreciate any comments anyone might have on this plan. Any drawbacks, or any issues I'm not thinking of?