Instead of automatically scraping all Steam users' data to see what games people are playing (and for how long), Steam Spy is slowly switching to a machine learning model. Using 'coincidental data' produced somewhat accurate results, the site's creator Sergey Galyonkin said in a blog post: His algorithm predicted that the new game Frostpunk sold 252,000 copies, while its developers announced it had sold 250,000.

The new model isn't very accurate yet, Galyonkin admitted: For 90 percent of the 70 games he tested, his algorithm was within 10 percent margin of error. But any data is better than no data to games companies, Galyonkin told Kotaku: "Analysts can work with data when they know it's not entirely accurate as long as they are aware of the limitations and caveats."

The API is back in a limited capacity.



I was planning on bringing it back later, but Valve effectively killed their Store API yesterday and I figured Steam Spy API would be useful even in a limited form. — Steam Spy (@Steam_Spy) April 26, 2018

He's still working to re-implement some old features like country stats, but Steam Spy is more or less back online.