A parameterless inline TVF and a non materialized View are very similar. A few functional differences that spring to mind are below.
Views
Accepts Parameters - No
Expanded out by Optimiser - Yes
Can be Materialized in advance - Yes (through indexed views)
Is Updatable - Yes
Can contain Multiple Statements - No
Can have triggers - Yes
Can use side-effecting operator - Yes
Inline TVFs
Accepts Parameters - Yes
Expanded out by Optimiser - Yes
Can be Materialized in advance - No
Is Updatable - Yes
Can contain Multiple Statements - No
Can have triggers - No
Can use side-effecting operator - No
MultiStatement TVFs
Accepts Parameters - Yes
Expanded out by Optimiser - No
Can be Materialized in advance - No
Is Updatable - No
Can contain Multiple Statements - Yes
Can have triggers - No
Can use side-effecting operator - No
At runtime Views and Inline TVFs are both inlined and treated similarly to derived tables or CTEs. They may well not be evaluated in their entirety (or even at all in some cases) or may be evaluated multiple times in others. Multistatement TVFs will always be evaluated and stored in the return table type (basically a table variable)
Occasionally the ability to parameterise inline TVFs directly can lead to a better execution plan than the equivalent parameterised query against a view.
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