RQ is simple, stable and reliable. Redis is also a persistent storage, but 
you should read about this and use the best solution for your case: 
https://redis.io/topics/persistence   
You may also consider deploying a fault-tolerant Redis cluster (min. 3 
nodes AFAIR)

RQ has different architecture than Celery. It is based on fork(), which is 
just slower. So you should ask yourself how many tasks per sec you need to 
handle. RQ may not be enough for all use cases.
Some things aren't OOTB, like repeating failed tasks (you should handle it 
manually, i.e. by using own worker class), nor  tasks scheduling (you 
should use rq-scheduler). 

RQ uses pickle, but there is a feature request about handling json and 
other serializers - https://github.com/nvie/rq/issues/369 


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