It’s all depends on your work and working environment
There are 3 most usable distributions.
Cloudera - you can choose when you need support from cloudera. They will charge for service-- partially open source
Hortonworks - fully open source and user friendly (processing speed slow if you compare with mapr and cloudera)
MapR- provide world fastest processing speed but not user friendly