Here is a partial comparison.

http://dspace.mit.edu/bitstream/handle/1721.1/82517/MIT-CSAIL-TR-2013-028.pdf?sequence=2

SciDB uses MPI with Intel HW and libraries. Amazing performance at the cost
of more work.

In case the link stops working:
A Complex Analytics Genomics Benchmark Rebecca Taft-, Manasi Vartak-,
Nadathur Rajagopalan Satish, Narayanan Sundaram, Samuel Madden, and Michael
Stonebraker



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