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The difference is when only using a Splitter then it aggregates back all the splitted messages into the samme aggregation group, eg like a fork/join pattern.
Where as using the Aggregator allows you group into multiple groups, and the pattern has more options.

Tip

Using only the splitter is often easier and possible a better solution. So take a look at this first, before involving the aggregator.

Example using both Splitter and Aggregator

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