The Gunners restored their five-point advantage over Manchester City with a 2-1 victory over Chelsea on Sunday (01.03.26) and the Sky Sports pundit thinks that the club will end a 22-year wait to win the league.
Neville said: "They have quality, physical strength and experience of the last three years of losing it. They have to look back on the last three years. They know this is going to be hard work. They've got 10 more weeks of pain, these Arsenal fans watching in the crowd, watching at home sometimes when they're away.
"This is not going to be pleasant, it's not going to be easy. It's going to be anxious but they've got to enjoy the thrill of it, that's why they're here.
"Every single time we come to Arsenal, and we've done this for a number of years - we go over to that 2004 year that's over there, half way up across the stand and say they haven't won the league for 22 years.
"They have got to try to get rid of that. In the last three years they've been up against City and Liverpool, and they've lost out in those battles. They've got to call upon the experiences they've had and dig in like you wouldn't believe - and they're doing that."
However, Neville does question if the lack of title-winning experience in Arsenal's squad could hurt them.
The former Manchester United player said: "The one worry other than injuries and number of games is being up against Pep Guardiola's machine, who have won titles. Gabriel Jesus has won the Premier League but he doesn't look like the kind of type who's going to get the players over the line on his own.
"The one question you would have is who is the player in that dressing room settling everyone down, composing them. We had a lot of experienced winners, and it is hard work but I do think they'll get there."