Which Metrics Matter During Soft Launch?

What soft launch proves

Soft launch is not simply testing a game in a smaller market; it is the process of identifying risks before scaling. In the QUBU GAMES approach, soft launch collects data for decisions: is the game ready to grow, which system breaks, and which player behavior develops differently than expected?

One metric can mislead

Retention may look good while the economy is unhealthy. Revenue may look promising while early churn is high. Technical issues may be low while onboarding is weak. That is why a soft launch report should not be reduced to a single success number.

Core tracking areas

D1, D3, and D7 retention should be reviewed together.

First session length and tutorial drop-off should be measured.

Resource inflow and outflow, purchase points, and technical error rate should appear in the same report.

This frame makes scaling decisions safer.

Decision thresholds

At the end of soft launch, the goal is not to collect endless data. The team should define in advance which metric level allows growth, which result sends the design back to revision, and when marketing budget can open. Without clear thresholds, data becomes report noise instead of a decision tool.