[random314]

The situation is actually more complex than you are suggesting. A check box comparison is not useful. I have worked in considerable depth in the streaming space and my comments are based off the design docs of both systems. You should read Twitter's heron paper and Apache Flink design docs.

For eg, storm or samza might check all the boxes, but the design of the system is poor enough that the performance will suck. For older versions of Storm, you should be able to write a multithreaded app on a single machine that outperforms a storm cluster.