even so vs even though

even so

adv
  • In spite of preceding a remark (or fact) within a given discourse. 

even though

conj
  • Although; though; despite or in spite of the fact that. 

How often have the words even so and even though occurred in a corpus of books? (source: Google Ngram Viewer )