If you’re going to try data reduction and compression, always try compression first. It may reveal that the 10x reduction you were looking at is only 2x and not worth the trouble.
Reduction first may show the compression is less useful. Verbose, human friendly protocols compressed win out in maintenance tasks, and it’s a marathon not a sprint.