For me it's more important to have more storage on my iPad than my iPhone, because I put movies (from Vudu, iTunes, ...) and TV (from TiVo) on it.
On my 64GB iPhone 8 Plus I have ~850 songs and thousands and thousands of photos, and still have almost 20GB of space remaining. I don't regret not...