I think it is really hard to judge if someone is worth talking to from a photo. If you liked more than 100 people - there must be plenty of pretty or attractive people on the app too. Perhaps the normal ones aren't as many as you think?
Seems a like is the only way, for men anyway. You have to answer a few questions from a list of questions, that is mixed with your photos. I prefer this interface over Tinder and Bumble.Does Hinge allow you to introduce yourself to someone who appeals to you rather than to click "Like" on their pictures? How substantial are written profiles?