A method and system for monitoring computer and networking performance. The method includes receiving a request for a tracked statistical item over a specified interval, calculating a result value for the request by adding accrued values recorded within specified interval with interpolated value between last value in the specified interval and most recent value outside the interval using available recorded data for the statistical item organized in ranges with varied granularity, and returning the result value to a requestor.