
I use Aiven for Apache Kafka for real-time data streaming, analysis, and ML pipelines. I really like how it lets you use Kafka's full power without operational headaches. The setup, scaling, and monitoring are handled without having to worry about Kafka infrastructure. The initial setup was easy, which was a nice start. Review collected by and hosted on G2.com.
I find cost efficiency at smaller scales to be an issue, and there's some cross-cloud latency. Review collected by and hosted on G2.com.