to have the same opinion is correct because see eye to eye means to agree with someone or share the same opinion.

This idiom or phrase is useful because it helps students understand the intended meaning beyond the individual words.

Examples: My brother and I do not always see eye to eye about music. The two leaders finally saw eye to eye on the new policy.

The idiom is about agreement, not physical eyesight or punishment.