Count(*) giving different record count than Group by

I have a table which is giving me different record counts as below:

SELECT COUNT(1) FROM tbl_A --45104 records

SELECT ID,COUNT(*) FROM tbl_A GROUP BY ID ORDER BY 1   --42084 records(ID is the primary key)

Any idea why this will happen?