Am I misunderstanding LINQ to SQL .AsEnumerable()?

Consider this code:

var query = db.Table
              .Where(t => SomeCondition(t))
              .AsEnumerable();

int recordCount = query.Count();
int totalSomeNumber = query.Sum();
decimal average = query.Average();

Assume query takes a very long time to run. I need to get the record count, total SomeNumber's returned, and take an average at the end. I thought based on my reading that .AsEnumerable() would execute the query using LINQ-to-SQL, then use LINQ-to-Objects for the Count, Sum, and Average. Instead, when I do this in LINQPad, I see the same query is run three times. If I replace .AsEnumerable() with .ToList(), it only gets queried once.

Am I missing something about what AsEnumerable is/does?