Techniques are provided for sharing expression evaluation across a database management system and a storage layer. In an embodiment, a computer identifies, in a query execution plan compiled for a query, a plurality of target operators that includes an expression that computes a common value. A storage layer evaluates the expression that computes the common value during a table scan of stored data indicated by the expression. For at least one target operator of the plurality of target operators, the computer modifies a row input of the at least one target operator to add a column to receive an evaluation result comprising the common value from the storage layer. The query execution plan is performed by a database management system and the storage layer.