College Rankings by MajorBeta

Department-level rankings from measured data, not reputation surveys: faculty quality (mean h-index across the full roster, not-yet-indexed professors counted conservatively) and power (quality × department size) from every indexed professor’s publication record, blended with graduate earnings (College Scorecard median pay for this major at this college) and curriculum depth (unique courses you can take). Scores are percentiles within each field, so physics norms — or CS salaries — are never compared with philosophy’s. Coverage today: 179/192 colleges, 13 fields, 27 majors (as of 2026-07-02 — enrichment ongoing; rankings refine as every professor lands).

Computer Science — 88 colleges ranked · field mean h-index 27.8 · star cutoff h ≥ 58 · grad pay for 78/88
#CollegeScoreMean h FacultyStarsGrad payTop professors
1
1–6
Massachusetts Institute of Technology
92.0
36.253 (40 enriched)14$154kAnantha Chandrakasan (h 116) · Hari Balakrishnan (h 107) · Regina Barzilay (h 92)
2
1–8
Stanford University
90.7
39.935 (31 enriched)10$139kLeonidas Guibas (h 120) · Ron Dror (h 94) · William Dally (h 93)
3
2–5
University of California, Berkeley
89.5
41.241 (33 enriched)13$119kTrevor Darrell (h 139) · Pieter Abbeel (h 124) · David E. Culler (h 120)
4
1–12
Carnegie Mellon University
88.8
33.140 (37 enriched)5$171kChristos Faloutsos (h 132) · Phillip Gibbons (h 83) · Gregory Ganger (h 71)
5
2–9
Harvard University
88.6
33.783 (70 enriched)16$152kL Mahadevan (h 104) · Robert J. Wood (h 97) · Conor Walsh (h 77)
6
3–12
Princeton University
85.2
29.560 (51 enriched)5$147kTom Griffiths (h 100) · Sanjeev Arora (h 80) · Thomas Funkhouser (h 78)
7
3–12
University of Pennsylvania
85.0
31.860 (48 enriched)9$135kChristos Davatzikos (h 122) · Hamed Hassani (h 98) · Rajeev Alur (h 82)
8
5–12
University of Southern California
84.7
35.888 (79 enriched)19$137kBhaskar Krishnamachari (h 115) · Ramesh Govindan (h 89) · C.-C. Jay Kuo (h 89)
9
7–12
Columbia University
83.4
39.271 (60 enriched)17$119kBrian A Smith (h 121) · Shree K Nayar (h 95) · Shih-Fu Chang (h 94)
10
7–14
University of California, San Diego
83.4
37.340 (39 enriched)6$112kMihir Bellare (h 100) · Steven Swanson (h 82) · Vineet Bafna (h 81)
11
5–17
University of Michigan
83.2
32.054 (47 enriched)6$114kMark W Newman (h 103) · Ke Wu (h 99) · Kang G. Shin (h 94)
12
4–23
Duke University
81.8
30.142 (37 enriched)6$133kSiqi Liu (h 184) · Jian Pei (h 95) · Michael Reiter (h 78)
13
10–17
Cornell University
80.2
33.460 (56 enriched)8$128kJon Kleinberg (h 115) · Joseph Halpern (h 78) · Bharath Hariharan (h 76)
14
10–25
Rice University
76.2
26.157 (45 enriched)7$131kKen Chen (h 103) · Moshe Y. Vardi (h 92) · Stephen Wong (h 73)
15
11–22
University of Chicago
76.1
25.869 (48 enriched)7$118kIan Foster (h 125) · Michael Franklin (h 86) · Eliu Huerta (h 85)
16
11–26
University of Illinois Urbana-Champaign
76.1
29.931 (27 enriched)3$119kTarek Abdelzaher (h 87) · Roy H. Campbell (h 66) · Sarita V. Adve (h 62)
17
12–24
University of Washington
75.3
32.840 (36 enriched)7$101kMatthew Golub (h 133) · Dieter Fox (h 94) · Michael Ernst (h 72)
18
13–25
Georgia Institute of Technology
74.3
28.252 (49 enriched)3$105kWenke Lee (h 80) · Ling Liu (h 70) · Mostafa Ammar (h 60)
19
13–26
Johns Hopkins University
73.7
26.162 (42 enriched)7$110kSteven Salzberg (h 161) · Adam Phillippy (h 94) · Gregory D. Hager (h 78)
20
11–28
California Institute of Technology
72.9
27.620 (13 enriched)2$173kSteven Low (h 89) · Erik Winfree (h 60) · Animashree Anandkumar (h 57)
21
18–27
New York University
70.6
35.040 (38 enriched)4$88kYann LeCun (h 119) · Rob Fergus (h 76) · Dennis Shasha (h 68)
22
15–31
Stony Brook University (SUNY)
70.4
20.663 (51 enriched)1$140kDimitris Samaras (h 60) · Steven Skiena (h 56) · Hong Qin (h 48)
23
18–33
Brown University
68.1
24.750 (42 enriched)3$151kJohn F Hughes (h 93) · Roberto Tamassia (h 62) · Maurice P Herlihy (h 61)
24
20–33
University of Wisconsin-Madison
67.5
29.553 (44 enriched)7$81kMcDaniel, Patrick (h 73) · Livny, Miron (h 73) · Jha, Somesh (h 70)
25
16–36
Dartmouth College
66.9
22.937 (35 enriched)3$133kAndrew Thomas Campbell (h 81) · Yu-Wing Tai (h 66) · David Kotz (h 65)
26
18–33
Yale University
66.6
26.734 (28 enriched)2$133kY. Richard Yang (h 79) · Vladimir Rokhlin (h 58) · Fan Zhang (h 57)
27
20–35
University of Notre Dame
65.1
24.448 (45 enriched)3$97kKevin Bowyer (h 75) · Patrick Flynn (h 59) · Xiangliang Zhang (h 58)
28
25–33
University of California, Irvine
62.9
31.984 (75 enriched)13$68kPierre F. Baldi (h 118) · Gene Y. Tsudik (h 81) · Xiaohui Xie (h 78)
29
20–40
University of Texas at Austin
62.7
23.640 (26 enriched)4$112kKristen Grauman (h 84) · Inderjit Dhillon (h 81) · Don Batory (h 62)
30
21–39
Rensselaer Polytechnic Institute
62.3
24.837 (33 enriched)4$95kGe Wang (h 86) · James Hendler (h 79) · Mohammed Zaki (h 67)
31
24–37
University of North Carolina at Chapel Hill
62.0
25.140 (31 enriched)3$90kAnderson, James (h 66) · Fuchs, Henry (h 63) · Bansal, Mohit (h 61)
32
22–37
Washington University in St. Louis
61.7
23.851 (40 enriched)5$110kNing Zhang (h 87) · Chenyang Lu (h 68) · Sanjoy Baruah (h 60)
33
26–39
University of Maryland, College Park
60.6
27.140 (31 enriched)2$100kHeng Huang (h 74) · Hal Daumé III (h 61) · Calin Belta (h 56)
34
25–38
University of California, Santa Cruz
60.1
29.140 (35 enriched)5$75kJames Edward Davis (h 91) · Martin Abadi (h 77) · Jose Joaquin Garcia-Luna-Aceves (h 68)
35
26–39
Boston University
59.6
27.340 (34 enriched)4$90kRan Canetti (h 81) · Kate Saenko (h 75) · Stan Sclaroff (h 70)
36
30–46
Northwestern University
56.9
20.749 (22 enriched)3$100kAggelos Katsaggelos (h 80) · Alok Choudhary (h 65) · Yan Chen (h 60)
37
30–45
Tufts University
55.1
20.740 (27 enriched)0$106kSusan Landau (h 54) · Robert Jacob (h 54) · Matthias Scheutz (h 52)
38
21–51
University of California, Merced
54.5
25.520 (18 enriched)1Ming-Hsuan Yang (h 144) · Dong Li (h 41) · Shawn Newsam (h 35)
39
31–51
University of Minnesota, Twin Cities
51.6
23.640 (33 enriched)3$83kGeorge Karypis (h 93) · Joseph Konstan (h 75) · Vipin Kumar (h 72)
40
32–59
University of Missouri
49.5
20.340 (29 enriched)1Jianlin Cheng (h 68) · Dominic K.C. Ho (h 56) · Kannappan Palaniappan (h 46)
41
38–55
Lehigh University
49.0
21.130 (25 enriched)0$86kLichao Sun (h 45) · Lifang He (h 45) · Brian D. Davison (h 43)
42
37–53
George Mason University
48.3
20.440 (32 enriched)0$82kAndrian Marcus (h 53) · Giuseppe Ateniese (h 48) · Jana Košecká (h 42)
43
37–52
Worcester Polytechnic Institute
47.7
18.344 (29 enriched)0$94kNeil Heffernan (h 44) · Xiangnan Kong (h 39) · Yanhua Li (h 37)
44
38–57
University of Illinois, Chicago
46.7
21.140 (25 enriched)1$78kChen, Hao (h 141) · Bernstein, Daniel J. (h 56) · Cheng, Lu (h 51)
45
38–60
Arizona State University
46.6
27.613 (11 enriched)2$76kDouglas Montgomery (h 78) · Rong Pan (h 60) · George Runger (h 55)
46
39–54
Case Western Reserve University
46.5
22.015 (14 enriched)0$96kMehmet Koyuturk (h 37) · Jing Li (h 36) · Vipin Chaudhary (h 34)
47
40–53
George Washington University
46.1
20.826 (25 enriched)0$88kRobert Pless (h 40) · David Broniatowski (h 35) · Timothy Wood (h 34)
48
37–57
Pomona College
44.9
18.013 (11 enriched)0$143kKim B. Bruce (h 36) · Yuqing Melanie Wu (h 30) · David R. Kauchak (h 19)
49
40–59
New Jersey Institute of Technology
43.6
24.240 (35 enriched)3$67kHaotian Zhang (h 90) · Jing Li (h 70) · Zhi Wei (h 61)
50
42–64
Colorado School of Mines
40.8
19.340 (31 enriched)1$86kHua Wang (h 83) · Pejman Tahmsebi (h 51) · C. Estelle Smith (h 40)
51
42–58
University of Maryland, Baltimore County
40.3
17.467 (41 enriched)1$84kTulay Adali (h 64) · Curtis Menyuk (h 57) · Masoud Soroush (h 53)
52
42–62
Williams College
39.9
18.114 (11 enriched)0$111kKelly Shaw (h 33) · Stephen N. Freund (h 28) · Jeannie Albrecht (h 19)
53
45–70
Barnard College
36.9
19.09 (6 enriched)0$107kRebecca Wright (h 35) · Smaranda Muresan (h 28) · Lucy Simko (h 11)
54
46–62
Drexel University
36.8
16.140 (30 enriched)0$87kAli Shokoufandeh (h 38) · Yuanfang Cai (h 37) · Dario Salvucci (h 36)
55
45–67
Iowa State University
35.7
19.240 (36 enriched)1$71kYang Li (h 65) · Qi Li (h 54) · Myra Cohen (h 38)
56
48–68
Brigham Young University
35.6
17.839 (30 enriched)0$86kMike D. Jones (h 38) · Mike P. Jones (h 38) · David Wingate (h 38)
57
48–70
Illinois Institute of Technology
35.1
19.928 (20 enriched)0$74kPeng-Jun Wan (h 50) · Yan Yan (h 41) · Xian-He Sun (h 36)
58
48–69
Brandeis University
33.9
19.224 (17 enriched)1$80kJames Pustejovsky (h 59) · Nianwen Bert Xue (h 39) · Pengyu Hong (h 32)
59
51–68
North Carolina State University
33.5
16.721 (18 enriched)0$86kTiffany Barnes (h 39) · Wu-show Chou (h 26) · Min Chi (h 25)
60
52–74
University of Texas at Dallas
33.4
19.624 (17 enriched)0$72kWeili Lily Wu (h 53) · Yvo Desmedt (h 40) · W. Eric Wong (h 40)
61
50–71
University of Connecticut
32.6
19.240 (30 enriched)0$69kJinbo Bi (h 40) · Amir Herzberg (h 38) · Alexander Russell (h 38)
62
47–80
Connecticut College
30.8
18.211 (6 enriched)1$86kS. James Lee (h 61) · Gary Parker (h 12) · Ozgur Izmirli (h 10)
63
52–70
Stevens Institute of Technology
30.3
15.340 (25 enriched)0$99kMichael Greenberg (h 50) · Kai Li (h 32) · Jina Huh-Yoo (h 29)
64
59–76
Whitman College
29.2
20.34 (4 enriched)0John Stratton (h 17) · Janet Davis (h 14) · William Bares (h 13)
65
54–78
Middlebury College
28.2
16.314 (11 enriched)0$80kDaniel Scharstein (h 30) · Michael Linderman (h 29) · Matthew Dickerson (h 25)
66
47–86
Bowdoin College
28.0
18.411 (8 enriched)0David Byrd (h 57) · Jeffrey Knockel (h 17) · Sean K. Barker (h 15)
67
60–72
Harvey Mudd College
27.1
11.518 (16 enriched)0$132kChris Stone (h 32) · Ben Wiedermann (h 12) · Jonathan Chang (h 10)
68
60–73
Rhodes College
26.7
15.87 (5 enriched)0$122kHong Xu (h 16) · D. Brian Larkins (h 7) · Sean Kugele (h 7)
69
63–71
Temple University
26.6
16.08 (3 enriched, partial)0$105kKonstantin Bauman (h 9) · Sezgin Ayabakan (h 8) · Tamer Aldwairi (h 4)
70
58–78
Carleton College
26.3
16.114 (11 enriched)0$88kLayla Oesper (h 34) · David Liben-Nowell (h 21) · Anna Rafferty (h 20)
71
54–87
University of Richmond
24.3
17.415 (11 enriched)0$77kJohn R. Hubbard (h 57) · Joonsuk Park (h 38) · Patrick Martin (h 14)
72
57–80
Yeshiva University
24.3
15.440 (8 enriched, partial)0Honggang Wang (h 55) · David Li (h 43) · Ming Ma (h 26)
73
67–79
Rochester Institute of Technology
24.2
13.751 (34 enriched)0$83kEdith Hemaspaandra (h 29) · Richard Zanibbi (h 28) · Mohan Kumar (h 24)
74
63–82
Oregon State University
23.4
17.513 (5 enriched, partial)0$75kJulie A. Adams (h 34) · Houssam Abbas (h 18) · Tejasvi Anand (h 16)
75
71–79
Swarthmore College
23.1
12.519 (13 enriched)0$104kLisa Meeden (h 17) · Kevin Webb (h 12) · Tia Newhall (h 11)
76
57–82
Colby College
22.8
15.811 (9 enriched)0Amanda Stent (h 29) · Ying Li (h 17) · Stephanie Taylor (h 13)
77
59–87
Colgate University
22.8
17.114 (9 enriched)0$80kGrusha Prasad (h 43) · Joel Sommers (h 30) · Aaron Gember-Jacobson (h 25)
78
74–81
University of Alabama
22.2
19.75 (4 enriched)0$70kPurushotham Bangalore (h 15) · Monica Anderson (h 14) · Travis Atkison (h 13)
79
70–81
Macalester College
22.1
13.143 (31 enriched)0$82kMichael Schneider (h 35) · David Bressoud (h 33) · Daniel Kaplan (h 30)
80
63–86
University at Albany (SUNY)
20.1
16.326 (20 enriched)0$50kMing-Ching Chang (h 53) · Jeff Offutt (h 48) · Pradeep K. Atrey (h 28)
81
71–84
Hamilton College
19.5
17.39 (6 enriched)0Thomas Helmuth (h 20) · Darren Strash (h 15) · Mark Bailey (h 14)
82
70–86
Florida International University
17.7
15.640 (32 enriched)0$63kMichael Robinson (h 40) · Jason Liu (h 31) · Peter Clarke (h 30)
83
72–87
Haverford College
16.2
16.99 (7 enriched)0Sorelle Friedler (h 20) · David Wonnacott (h 20) · Rebecca Everett (h 12)
84
80–87
Grinnell College
15.0
13.812 (9 enriched)0$84kHenry M. Walker (h 17) · Jerod Weinman (h 15) · Charlie Curtsinger (h 10)
85
82–87
Chapman University
14.1
13.443 (5 enriched, partial)0$67kDr. Daniel Alpay (h 39) · Dr. Rahul Soangra (h 15) · Rao Ali (h 5)
86
81–88
Colorado College
13.0
16.48 (4 enriched)0Janet Burge (h 16) · Varsha Koushik (h 8) · Danielle Ellsworth (h 8)
87
80–88
Vassar College
12.1
15.011 (10 enriched)0$80kJonathan Gordon (h 23) · Luke Hunsberger (h 14) · Jason Waterman (h 14)
88
82–88
Davidson College
9.8
13.018 (13 enriched)0Yan Zhuang (h 28) · Tabitha Peck (h 20) · Laurie Heyer (h 15)

Method: Four within-field percentile components: faculty quality (mean h-index over the FULL headcount, not-yet-enriched faculty imputed at the field p25 with a small shrinkage prior), faculty power (quality x headcount, log), graduate earnings (Scorecard median pay 1yr after a bachelor’s in this major HERE), and curriculum depth (unique course titles, log). Weights renormalize over the components a college has — privacy-suppressed earnings or a missing catalog changes the evidence mix, never the direction. Partial enrichment: unranked entries are pending data, not low-ranked; imputation vanishes as enrichment completes. Every rank carries a bootstrap-resampled 90% interval (shown under the rank) — wide intervals mean the position could move as more professors are indexed. Weights: faculty quality 40% / faculty power 25% / grad earnings 25% / curriculum 10%; imputation at field p25; minimum 3 enriched faculty to rank. Source: college directories + OpenAlex (data/faculty shards) + College Scorecard field-of-study earnings (data/college_major_outcomes.json). Generated 2026-07-02.