I highly doubt they are waterproof. They would be water resistant at best.
I don't know exactly waterproof ratings, but credit card wallets are waterproof by design, and if cheap smartphones can be waterproof than I don't know why hardware wallets can have that also.
For example for Ngrave Zero they claim to be IP55-certified, that is resistant to water and dust.
Ellipal have better IP65 rating according to their website, Tangem cards have IP68, etc.