Which country are you currently residing in? The dashboard takes in to account your current location so this probably has something to do with the difference you are seeing in slots offered.
You can rely on the API to give you the correct response to whether the scheduling pickup time is available or not. The ‘Get Scheduling Slots’ endpoint can provide you with possible scheduling slots in a given city. You may also find our related post useful on how to schedule a job.