Here is my test setup:
DBCC DROPCLEANBUFFERS
DBCC freeproccache
SET STATISTICS IO ON
SET STATISTICS TIME ON
SELECT * FROM sys.all_columns
( ):
(4307 row(s) affected)
Table 'syscolrdb'. Scan count 1, logical reads 167, physical reads 0, read-ahead reads 167, lob logical reads 0, lob physical reads 0, lob read-ahead reads 0.
Table 'syscolpars'. Scan count 1, logical reads 12, physical reads 1, read-ahead reads 10, lob logical reads 0, lob physical reads 0, lob read-ahead reads 0.
SQL Server Execution Times:
CPU time = 78 ms, elapsed time = 738 ms.