Reliable only
Your right in that repeating an experiment allows you to take an average of your results, which should be accurate, but there are a few different ways of getting an average.
Highest result - lowest result
Middle result
Most common result
These can be the same but often aren't, hardly accurate. Also the average result may not nessicarily be the most accurate. As you have said accuracy depends upon exact control of all variables and numbers.