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I haven't tried hosting Matrix myself yet, but you can now use Dendrite which is a much faster and less RAM-hungry homeserver. It's a little less stable and complete though.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.