Tried to use it this next 2 day trip to Berlin. Had low trust in the quality of the matches against my budget and bedcount, and found better deals from hotel aggregator websites I've used before with some confidence on what they tell me

TL;DR can't trust the model when it doesn't out perform alternates with better basis in search/price matching.