on paper
on paper {adv.} or {adj. phr.}
Judging by appearances only and not by past performance; in theory; theoretically.
On paper, the American colonies should have lost the Revolutionary War.
The football team lost many games, even though they looked good on paper.
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Source: A Dictionary of American Idioms