Comparing main university alumni only — counts and multiples below are within that lens (switch it with the tabs at the top).

AAAI Fellow

Which schools produce the most (left), and where it's the biggest part of the school's identity (right). "3×" = that school's notable alumni are three times as likely to have this award as the typical school's. People who attended recently weigh more than those from earlier eras.

Most alumni

School	Alumni	vs. typical
Massachusetts Institute of Technology MA	41	127.8×
Stanford University CA	30	69.4×
Carnegie Mellon University PA	18	69.1×
Harvard University MA	17	20.7×
Yale University CT	9	25.6×
Princeton University NJ	9	34.1×
University of Michigan MI	9	7.0×
University of California-Berkeley CA	8	9.9×
Columbia University NY	8	11.3×
University of Pennsylvania PA	6	7.7×
University of California-Los Angeles CA	6	4.8×
Brown University RI	6	30.4×
Cornell University NY	6	17.8×
University of Illinois Urbana-Champaign IL	5	5.2×
University of Massachusetts-Amherst MA	4	4.7×
The University of Texas at Austin TX	4	3.0×
University of Maryland-College Park MD	3	3.2×
California Institute of Technology CA	3	49.1×
Rensselaer Polytechnic Institute NY	3	13.8×
University of Southern California CA	3	4.9×
University of Chicago IL	3	5.2×

Biggest part of the school's identity

Shares are shrunk toward the national rate for small counts, and each school must clear the same size-scaled minimum (5–20 people) as the school pages.

School	% of its noted alumni	Alumni
Carnegie Mellon University PA	4.8%	18
Massachusetts Institute of Technology MA	2.0%	41
Stanford University CA	1.5%	30

Main University Alumni (no named professional schools)

AAAI Fellow

Most alumni

Biggest part of the school's identity