Primer (2004) is the pure, unfiltered version of a time-travel film. No hand-holding, no explanations, just two guys breaking the timeline until it collapses on itself. Still one of the wildest debuts ever.
Two reasons. First one is cost. Those machines are expensive to run. As well need someone to run them. Then assess the data. The second reason is that it feels good.