There are ~4x as many cases dismissed by judges before getting to trial. And the vast majority (90%) of defendants enter into plea bargains.
Prosecutors only bring charges when they feel they have a strong case. There are many many cases which are never pursued because of this, and people also get upset about that.
Many countries do not have a plea bargain system the way the US does. And if you look at conviction rates at trial, they are smack in line with much of e.g. Western Europe.