The REPLACE MySQL , SQL Server and PostGres function will delete all occurrences WEBwith an empty one.
The choice
SELECT REPLACE(Version, 'WEB ', '') FROM MyTable
Update
UPDATE MyTable SET Version = REPLACE(Version, 'WEB ', '')
or
UPDATE MyTable SET Version = REPLACE(Version, 'WEB ', '') WHERE Version LIKE '%WEB %'
Link