The Gunners head into the game looking to return to winning ways after the disappointment of their 1-0 loss to Chelsea in the Premier League last weekend.
Arsenal have won the FA Cup for the last two seasons and will be keen to continue the defence of their title against the Clarets in north London on Saturday.
And Sky Sports presenter Stelling is fully expecting to see the Gunners wrap up a comfortable victory over the visitors.
Stelling told Sky Sports: “Well I’m inevitably going with an Arsenal win. There will be games where reserves will be playing, like in this one as Burnley boss Sean Dyce has one clear priority – getting his side back into the Premier League.
“It’s a shame because they’re playing well and scoring a lot of goals, putting four past Derby on Monday.
“Arsenal owe their fans one after Chelsea, that is for sure, which left them without a win in three. They’ll also make changes with Southampton to come on Tuesday, but I still can’t see anything but a home win.”
Last weekend’s loss to Chelsea left Arsenal in third place in the Premier League table and three points behind leaders Leicester City heading into the final 15 games of the season.
The Gunners have not won the top flight title since their famous unbeaten triumph in the 2004-05 campaign.
MORE: Latest Man Utd news
MORE: Latest Arsenal news
MORE: The latest football news