You're assuming CPM ads. I assume sponsorship tie-ins, affiliates, promos, etc. is where the real money is at, which you can negotiate directly for at that scale.
Depending on the content, that's not always available. And while it's a more stable source of income with only 15 million views it's unlikely to be a major income stream