Isn’t every estimation based on experience? Unless you’re guessing.

Even ‘ask an expert’ and ‘estimation games’ is basing the estimate on experience, just someone else’s.

As you point out, the real trick is knowing the balance of time spent on estimating to get a valuable estimate.