Some people may think that these two things are almost similar to each other, but the main difference has to be the materials that are used to create these things. The RTD is made of metal while the thermistor is made of semiconductor material. Another difference is the way that they change resistance.
Thermistors will change their resistance by tens of ohms per degree. This is very different from the RTD that will only change small amounts in a certain period of time. It is best that you will get to know more details about these items so that you can decide which one will be the better choice for you right now.