When you say "better", better than what? How can your model tell you that some other data would not work better? The fact that you are looking at a correlation tells you that it's one of many ways to infer what you want to determine, and that it's imperfect. This is logically certain if we agree that race is not causal. So the only question is how much better is another model with different inputs.