JPMorgan tops the Evident AI Index for the fifth straight year

JPMorgan Chase is once again the most AI-advanced bank in the world, according to the 2026 Evident AI Index. That makes five consecutive years at the top of the ranking.

How the ranking works, and who else made the cut

The Evident AI Index, published on October 6, 2026, scores 50 major banks around the globe on the maturity of their AI efforts. Each bank is graded across pillars including Talent, Innovation, Leadership and Transparency.

The scoring draws on millions of public data points and more than 70 separate indicators.

Capital One finished second, and the Royal Bank of Canada (RBC) took third.

North America dominated the top ten. Six US banks and two Canadian lenders claimed spots, and UBS, in sixth, was the only European bank to make the list.

JPMorgan’s position rests on strong showings in Innovation, Leadership and Transparency, per the index findings. The bank also runs proprietary models, including an in-house large language model suite used by numerous employees.

The payoff is getting easier to quantify. JPMorgan estimates its annual AI-driven benefits at around $2 billion, up from earlier estimates of $1-1.5 billion.

An industry hitting the accelerator

Across the banks evaluated, AI capabilities advanced nearly three times faster over the past year than the average of the previous three years.

Twelve of the 50 banks now report or project returns on their AI initiatives, up from eight the year before.

Banks are hiring for governance. Recruitment of AI governance and responsible AI talent grew 33% year over year across the evaluated institutions.

The spending gap is wide. 80% of top banks are investing heavily in AI governance controls, compared with only 40% of their peers.

What it means for banks and their shareholders

For investors, JPMorgan’s estimate of around $2 billion in annual AI benefits stands out in an index where 38 of the 50 banks are not yet reporting or projecting AI returns at all.

JPMorgan’s benefit estimate has already moved up from the $1-1.5 billion range to around $2 billion. The number of banks reporting AI returns has climbed from eight to 12. Recruitment of AI governance talent is up 33%. And top banks are twice as likely as peers to invest heavily in controls.