Singapore is VERY tourist friendly. There are desks immediately after you exit customs that will assist you finding a hotel (at any price) and unlike many others these are legit and often offer good prices. A taxi (even with midnight surcharge) is not expensive (probably less than 20 USD
It is extremely easy to exit get a taxi and get to your hotel and probably won't be more than 20 minutes - much nicer than staying at the airport.