What are the best Real-time Data Processing Tools?

Amazon Kinesis, Google Cloud Dataflow, and Amazon Kinesis Firehose are the most popular tools in the category "Real-time Data Processing". "Scalable" is the primary reason developers pick Amazon Kinesis over its competitors, while "" is the reason why Google Cloud Dataflow was chosen.