Is there any ways to try to guess encryption algorithm used to encrypt the ciphertext?
Yes. There are some differences:
The entropy of the string is probably the best hint. A simple method to determine it is probably trying to compress it. Some methods can be found here: http://www.random.org/statistics/ They use them to make sure their numbers are as random as possible.
I've got no idea if it's really possible to determine the encryption using these methods.