I think that's very hard to predict. Just 5 minutes ago I had a conversation with my ex about how I always use Uber for ad hoc travel despite the fact it's often significantly more expensive than the local minicab companies, because they can get someone here much faster. Often it's a 3 minute wait, while I otherwise might wait 10+ minutes. Their app also gives me more reliable feedback.
If I schedule in advance, or need more flexibility in car type, then the minicab companies win, but it's very rare for me to pick them because of price, even though they're often much cheaper.
But of course not everyone can afford the luxury of paying extra, and will just factor in longer waits instead.