You may think that fresher is always better, but fresh tomatoes only work in lieu of canned tomatoes if they're ripe and ready for consumption, which is rarely the case with supermarkets' fresh tomatoes. Picked while still green and firm for easier transport, these tomatoes are often bland, watery, and artificially ripened.