Out of the eight Yorkshire sides to have competed in the top division since its rebranding in 1992, the Whites boast the best win percentage in the competition.
The reading is not as great for Hull City, Bradford City and Huddersfield Town.
Barnsley and Sheffield United also sit lower down the overall table while Sheffield Wednesday and Middlesbrough sit higher in the standings.
Boro have played the most Premier League games of any Yorkshire club to date, with Leeds coming in second and Wednesday third in that department.
The Blades have played just under 200 games, eight more than Hull due to the top flight being cut from 22 teams to 20 ahead of the 1995–96 campaign.
Bradford and Huddersfield spent two seasons in the top division while Barnsley spent one campaign as a Premier League side in 1997-98.
It is little surprise that Manchester United, Chelsea, Arsenal and Liverpool lead the way in the all-time points table.
Below is where each team stands in the win percentage charts, with a total of 50 clubs having played in the Premier League since its launch in 1992.
7. Leeds United - 40%
Leeds United - The Whites spent a number of seasons outside the Premier League but have the seventh-best winning percentage with 40 per cent. Photo: Getty Images
8. Blackburn Rovers - 38%
Blackburn Rovers - The club ended 11 consecutive seasons of Premier League football with relegation in 2012. They left the competition with a 38 per cent winning ratio. Photo: Getty Images
9. Everton - 36%
Everton - The Toffees have a 36 per cent winning percentage in the Premier League. The club have played over 1000 games in the top flight since it rebranded in 1992. Photo: Getty Images
10. Newcastle United - 36%
Newcastle United - The Magpies have spent a handful of seasons outside the Premier League, with their winning ratio in the competition standing at 36 per cent. Photo: Getty Images
11. Aston Villa - 34%
Aston Villa - The club passed the 1,000-game mark in the Premier League last year and have a winning percentage of 34 per cent. Photo: Getty Images
12. West Ham United - 34%
West Ham - The Hammers have a winning ratio of 34 per cent, having played just under 1,000 games. Photo: Getty Images