On a board view with long columns, scroll by column, or whole board?

In a board view such as shown below, what is the best practice regarding vertical scroll?

• By column
• The whole board

And why?

Scroll vertically column by column: Trello, Asana, Airtable works with vertical scroll by column.

The whole view (all the columns): Notion, Jira use this scroll