I switched to redis since several years ago for simple task queue solution. For my usage (low to medium traffic at most in corporate environment) redis is easier to use and has very little cpu and ram footprint compared to rabbitmq (note that I only use redis for message queue, thus low memory consumption). Never got any message dropped so far. RabbitMQ uses too much memory right from starting up, not ideal for use in a resource constrained server.

https://redislabs.com/ebook/part-2-core-concepts/chapter-6-a...

Surprised to see not much mention of ActiveMQ in these comments, but it's an obvious alternative choice. The general (simplistic) comparison being:

- ActiveMQ more featureful, robust default settings, better integrated with Java/JMS but slower

- RabbitMQ faster, simpler, more "just works"

The defaults of ActiveMQ lean more towards robustness (hence often naive benchmarks will tell you it's slow). However in practice it is pretty damn easy to run, you literally can just download the default cross-platform distribution and type `./bin/activemq` and it will start running.

We use ActiveMQ + Apache Camel which makes a pretty nice combo to achieve lots of generalised messaging and routing functionality.