Choosing the right code plagiarism checker can make all the difference in identifying academic misconduct in programming assignments. This article explores how different comparison sources—peer submissions, public code, and AI-generated solutions—impact the effectiveness of plagiarism detection tools. Discover why a simple similarity score may not provide the full picture when it comes to ensuring academic integrity.