It depends highly on your acquisition channel too. Twilio and Stripe famously target developers knowing that in a lot of organisations they don't make the final decision but have a lot of "pester power"; it's a risky, but big pay off strategy. I'd imagine (ie no data) that companies with that strategy may benefit more from sponsoring developer events/newsletters?