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Valve’s Steam platform stands out by publicly sharing simultaneous user (CCU) data for every game, providing a clear insight into a title’s success. GameDiscoverCo uses this data to estimate a game’s early success, considering first-day CCU as a practical predictor of first-week sales. They recently shared data on the Top 50 Steam releases from March 2025, neatly displayed in a public Google Drive spreadsheet, making it easy to see how new games are performing with players.
GameDiscoverCo has an unofficial rule that a typical game sells 20 times its first-day CCU in its first week, while games with high pre-order numbers may have multipliers of 8 to 12x. Factors like post-launch virality via influencers or high replayability can significantly change these figures. To verify this, GameDiscoverCo analyzed the March 2025 releases and found varied outcomes among the published titles.
Some games were instant hits thanks to virality, such as Nubby’s Number Factory (224x), Level Devil (90x), and Do No Harm (48x). Stable games like AI Limit (30x), Two Point Museum (21x), and Schedule I (19x) also started strong and maintained sales. More expensive games with pre-orders, such as Atomfall (14x), Bleach: Rebirth of Souls (10x), and Atelier Yumia (9x), relied on fan support for strong launches. A large multiplier usually means the game captured attention, but Schedule I‘s solid debut suggests excellent sales can be achieved without going viral.
Among the Top 50 Steam releases by copies sold in March 2025, the median multiplier from first-day CCU to first-week sales was 21.8x for games without pre-orders, which is close to GameDiscoverCo’s 20x estimate. Games with pre-orders had a median multiplier of 15.4x, higher than the expected 8–12x. The overall median multiplier was 20.4x, meaning a game with 1,000 first-day CCU could expect around 20,000 first-week sales, although results can vary by 50% or more due to virality or pre-order trends.
GameDiscoverCo also studied the all-time highest CCU versus first-week sales, finding a median multiplier of 11.4x overall, with 14.1x for games without pre-orders and 7.8x for those with pre-orders. In other words, games without pre-orders reach their highest CCU after a median of 2.5 days. Games with pre-orders peaked after four days, with the overall median being 3.5 days. Most titles reached their CCU peak within the first week, except for outliers like Nubby’s Number Factory and Drive Beyond Horizons, which maintained player interest over a longer period.


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