We ran a PitchBook query on private software companies that reached a valuation of $500m+ in 2019 or 2020. We categorized these companies against the markets and submarkets in which their product offerings compete against the cloud providers’ services. We then supplemented this data with select early-stage startups we’ve seen competing in these markets.