There are many examples of police letting suspects go due to lack of evidence and then later discovering they let the wrong person go. These stories generate a lot of outrage in cases where there's public interest or a news story, but this is the reality of crime: You don't always have enough evidence to justify detaining someone, but the police's job is to quickly try to find enough evidence to find the right perpetrator