An important fact is that S3 takes filenames (object keys) into consideration when distributing data. You are likely to get better performance when your content does not use a sequential naming convention. For more details on the distribution mechanism please refer to http://docs.aws.amazon.com/AmazonS3/latest/dev/request-rate-perf-considerations.html