Let's imagine that you have a simple test which runs 10 requests in loop.
9 requests response time is 1 second
10th request takes 10 seconds for any reason
Total test duration would be 20 seconds, average response time will be 1.9 seconds, throughput will be 0.5 requests per second.
In my opinion ignoring or masking this "long" request is a very ...