Save has a couple different meanings, one of which is similar to conserve. Let's save the water we have. Let's conserve the water we have. Save can also mean "to rescue", "to tell a computer to commit X to persistent storage", in addition "to set aside/put away/reserve for later use." Conserve won't have either of the first two meanings. More @Wikipedia
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