When running the standard Task Gantt Chart report in pdf format, view by month,
- only one month per page is returned in portrait orientation
- only six months per page are returned in landscape orientation
The 'Allow horizontal pagination' option is checked for the Crosstab items
Uncheck the 'Allow horizontal pagination' options for the Crosstab items.
Please see screenshot below: