The documentation claims that Avro files can be compressed as well:
By default, data is not compressed. You can compress your data by using the deflate (gzip) algorithm with the -z or --compress argument, or specify any Hadoop compression codec using the --compression-codec argument. This applies to SequenceFile, text, and Avro files.
This is not true as the AvroOutputFormat currently doesn't support compression.