Creator Success Trends

As a data scientist at YouTube dedicated to creator analytics, you're approached by a product manager concerned about the shifting success patterns among video creators. Historically, amateur creators have thrived, but there is now a perception that only 'superstars' are achieving significant success. What data points and metrics would you analyze to determine the validity of this claim?