This is a relatively new indicator and it differs from platform to platform. Reputation points are points awarded for valid reports. It is a combination of the severity of the report, the bounty awarded to the report, and the bonus bounty of the report. That is, if the researcher has 8,000 reputation points over time, then he is above average.