Compare like with like
Record Cash or one audience metric before and after a stream. Keep the duration, number of streams, and other setup choices similar. Change only one factor—such as food or table—when possible. A larger sample is more useful than a single run because audience reactions and player timing may vary.
Use the Session Planner
The route called Session Planner compares two or three player-recorded scenarios by gain per stream and, when duration is supplied, gain per minute. It sends no free-text labels or raw entered amounts to analytics. Its result describes only the numbers you supplied and is not an official game ranking.
Choose by current goal
A setup that reaches a Cash purchase quickly may be more useful early, while a different choice might fit an audience challenge. Define the target first, then compare the measurement that matches it. Do not spend all Cash on appearance unless the interface shows that the purchase helps the goal you care about.
When to update your conclusion
Retest after a patch, room change, code reward, or large upgrade. Old observations may no longer represent the current build. Keep the checked date with personal notes, and avoid sharing a global best claim unless repeated tests and current creator information agree on the underlying effect.