If you use GeoTIFF then you’ll be interested in this post from Koko Alberti. In it he takes a detailed look at the various approaches for compressing GeoTIFF and optimising it for lower file size and decent performance, including benchmarks on read/write speeds and a variety of other metrics. An incredibly useful resource.

Guide to GeoTIFF compression and optimization with GDAL