We don’t, not sure why you think we do? However, we do have a very good idea of the density of the gas giant planets (we can measure their mass from their gravitational effects and we know how big they are), and so we know that even if they *do* have solid rock cores they can’t be very big. Saturn, in particular, would actually float in water if you could find a sea big enough, so it’s very light indeed.
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