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), program scale (bachelor’s degrees conferred, IPEDS) 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, 26 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
1–4
University of California, Berkeley
90.1
41.241 (33 enriched)13$119kTrevor Darrell (h 139) · Pieter Abbeel (h 124) · David E. Culler (h 120)
2
1–5
Massachusetts Institute of Technology
89.5
36.253 (40 enriched)14$154kAnantha Chandrakasan (h 116) · Hari Balakrishnan (h 107) · Regina Barzilay (h 92)
3
1–5
Stanford University
88.5
39.935 (31 enriched)10$139kLeonidas Guibas (h 120) · Ron Dror (h 94) · William Dally (h 93)
4
1–11
Carnegie Mellon University
86.5
33.140 (37 enriched)5$171kChristos Faloutsos (h 132) · Phillip Gibbons (h 83) · Gregory Ganger (h 71)
5
3–13
University of Michigan
84.1
32.054 (47 enriched)6$114kMark W Newman (h 103) · Ke Wu (h 99) · Kang G. Shin (h 94)
6
4–12
Harvard University
83.6
33.783 (70 enriched)16$152kL Mahadevan (h 104) · Robert J. Wood (h 97) · Conor Walsh (h 77)
7
5–13
University of California, San Diego
82.6
37.340 (39 enriched)6$112kMihir Bellare (h 100) · Steven Swanson (h 82) · Vineet Bafna (h 81)
8
5–12
University of Southern California
82.5
35.888 (79 enriched)19$137kBhaskar Krishnamachari (h 115) · Ramesh Govindan (h 89) · C.-C. Jay Kuo (h 89)
9
7–12
Columbia University
81.4
39.271 (60 enriched)17$119kBrian A Smith (h 121) · Shree K Nayar (h 95) · Shih-Fu Chang (h 94)
10
5–14
University of Pennsylvania
81.4
31.860 (48 enriched)9$135kChristos Davatzikos (h 122) · Hamed Hassani (h 98) · Rajeev Alur (h 82)
11
4–15
Princeton University
81.2
29.560 (51 enriched)5$147kTom Griffiths (h 100) · Sanjeev Arora (h 80) · Thomas Funkhouser (h 78)
12
9–16
Cornell University
79.8
33.460 (56 enriched)8$128kJon Kleinberg (h 115) · Joseph Halpern (h 78) · Bharath Hariharan (h 76)
13
4–20
Duke University
79.8
30.142 (37 enriched)6$133kSiqi Liu (h 184) · Jian Pei (h 95) · Michael Reiter (h 78)
14
8–22
University of Illinois Urbana-Champaign
76.7
29.931 (27 enriched)3$119kTarek Abdelzaher (h 87) · Roy H. Campbell (h 66) · Sarita V. Adve (h 62)
15
10–21
University of Washington
76.4
32.840 (36 enriched)7$101kMatthew Golub (h 133) · Dieter Fox (h 94) · Michael Ernst (h 72)
16
12–20
Georgia Institute of Technology
75.9
28.252 (49 enriched)3$105kWenke Lee (h 80) · Ling Liu (h 70) · Mostafa Ammar (h 60)
17
13–27
Rice University
72.2
26.157 (45 enriched)7$131kKen Chen (h 103) · Moshe Y. Vardi (h 92) · Stephen Wong (h 73)
18
14–27
University of Chicago
72.0
25.869 (48 enriched)7$118kIan Foster (h 125) · Michael Franklin (h 86) · Eliu Huerta (h 85)
19
16–28
Stony Brook University (SUNY)
70.5
20.663 (51 enriched)1$140kDimitris Samaras (h 60) · Steven Skiena (h 56) · Hong Qin (h 48)
20
18–26
New York University
70.2
35.040 (38 enriched)4$88kYann LeCun (h 119) · Rob Fergus (h 76) · Dennis Shasha (h 68)
21
15–31
California Institute of Technology
69.8
27.620 (13 enriched)2$173kSteven Low (h 89) · Erik Winfree (h 60) · Animashree Anandkumar (h 57)
22
16–32
Johns Hopkins University
68.8
26.162 (42 enriched)7$110kSteven Salzberg (h 161) · Adam Phillippy (h 94) · Gregory D. Hager (h 78)
23
17–31
Brown University
68.2
24.750 (42 enriched)3$151kJohn F Hughes (h 93) · Roberto Tamassia (h 62) · Maurice P Herlihy (h 61)
24
16–31
University of Texas at Austin
68.1
23.640 (26 enriched)4$112kKristen Grauman (h 84) · Inderjit Dhillon (h 81) · Don Batory (h 62)
25
20–32
University of Wisconsin-Madison
67.5
29.553 (44 enriched)7$81kMcDaniel, Patrick (h 73) · Livny, Miron (h 73) · Jha, Somesh (h 70)
26
19–38
Dartmouth College
63.9
22.937 (35 enriched)3$133kAndrew Thomas Campbell (h 81) · Yu-Wing Tai (h 66) · David Kotz (h 65)
27
21–36
Yale University
63.7
26.734 (28 enriched)2$133kY. Richard Yang (h 79) · Vladimir Rokhlin (h 58) · Fan Zhang (h 57)
28
23–35
University of Maryland, College Park
63.0
27.140 (31 enriched)2$100kHeng Huang (h 74) · Hal Daumé III (h 61) · Calin Belta (h 56)
29
23–36
University of Notre Dame
62.6
24.448 (45 enriched)3$97kKevin Bowyer (h 75) · Patrick Flynn (h 59) · Xiangliang Zhang (h 58)
30
26–34
University of California, Irvine
62.5
31.984 (75 enriched)13$68kPierre F. Baldi (h 118) · Gene Y. Tsudik (h 81) · Xiaohui Xie (h 78)
31
24–37
University of North Carolina at Chapel Hill
62.4
25.140 (31 enriched)3$90kAnderson, James (h 66) · Fuchs, Henry (h 63) · Bansal, Mohit (h 61)
32
22–39
Rensselaer Polytechnic Institute
61.8
24.837 (33 enriched)4$95kGe Wang (h 86) · James Hendler (h 79) · Mohammed Zaki (h 67)
33
24–37
University of California, Santa Cruz
60.9
29.140 (35 enriched)5$75kJames Edward Davis (h 91) · Martin Abadi (h 77) · Jose Joaquin Garcia-Luna-Aceves (h 68)
34
24–39
Washington University in St. Louis
60.3
23.851 (40 enriched)5$110kNing Zhang (h 87) · Chenyang Lu (h 68) · Sanjoy Baruah (h 60)
35
28–38
Boston University
59.8
27.340 (34 enriched)4$90kRan Canetti (h 81) · Kate Saenko (h 75) · Stan Sclaroff (h 70)
36
31–41
Northwestern University
58.5
20.749 (22 enriched)3$100kAggelos Katsaggelos (h 80) · Alok Choudhary (h 65) · Yan Chen (h 60)
37
31–46
University of Minnesota, Twin Cities
53.9
23.640 (33 enriched)3$83kGeorge Karypis (h 93) · Joseph Konstan (h 75) · Vipin Kumar (h 72)
38
33–46
Tufts University
53.8
20.740 (27 enriched)0$106kSusan Landau (h 54) · Robert Jacob (h 54) · Matthias Scheutz (h 52)
39
22–54
University of California, Merced
52.4
24.123 (19 enriched)1Ming-Hsuan Yang (h 144) · Dong Li (h 41) · Shawn Newsam (h 35)
40
36–48
George Mason University
51.8
20.440 (32 enriched)0$82kAndrian Marcus (h 53) · Giuseppe Ateniese (h 48) · Jana Košecká (h 42)
41
36–56
Arizona State University
50.9
27.613 (11 enriched)2$76kDouglas Montgomery (h 78) · Rong Pan (h 60) · George Runger (h 55)
42
34–55
University of Missouri
49.4
20.340 (29 enriched)1Jianlin Cheng (h 68) · Dominic K.C. Ho (h 56) · Kannappan Palaniappan (h 46)
43
39–53
University of Illinois, Chicago
48.5
21.140 (25 enriched)1$78kChen, Hao (h 141) · Bernstein, Daniel J. (h 56) · Cheng, Lu (h 51)
44
39–51
Worcester Polytechnic Institute
48.2
18.344 (30 enriched)0$94kNeil Heffernan (h 44) · Xiangnan Kong (h 39) · Yanhua Li (h 37)
45
39–56
Lehigh University
47.8
21.130 (25 enriched)0$86kLichao Sun (h 45) · Lifang He (h 45) · Brian D. Davison (h 43)
46
40–58
New Jersey Institute of Technology
45.5
24.240 (35 enriched)3$67kHaotian Zhang (h 90) · Jing Li (h 70) · Zhi Wei (h 61)
47
41–56
Case Western Reserve University
45.5
22.015 (14 enriched)0$96kMehmet Koyuturk (h 37) · Jing Li (h 36) · Vipin Chaudhary (h 34)
48
39–58
Pomona College
44.7
18.013 (11 enriched)0$143kKim B. Bruce (h 36) · Yuqing Melanie Wu (h 30) · David R. Kauchak (h 19)
49
43–58
George Washington University
43.9
20.826 (25 enriched)0$88kRobert Pless (h 40) · David Broniatowski (h 35) · Timothy Wood (h 34)
50
41–58
University of Maryland, Baltimore County
42.4
17.467 (41 enriched)1$84kTulay Adali (h 64) · Curtis Menyuk (h 57) · Masoud Soroush (h 53)
51
42–61
Colorado School of Mines
42.1
19.340 (31 enriched)1$86kHua Wang (h 83) · Pejman Tahmsebi (h 51) · C. Estelle Smith (h 40)
52
44–65
University of Texas at Dallas
39.2
19.624 (17 enriched)0$72kWeili Lily Wu (h 53) · Yvo Desmedt (h 40) · W. Eric Wong (h 40)
53
45–64
Williams College
39.0
18.114 (11 enriched)0$111kKelly Shaw (h 33) · Stephen N. Freund (h 28) · Jeannie Albrecht (h 19)
54
45–62
Drexel University
38.3
16.140 (30 enriched)0$87kAli Shokoufandeh (h 38) · Yuanfang Cai (h 37) · Dario Salvucci (h 36)
55
46–61
North Carolina State University
38.2
16.721 (18 enriched)0$86kTiffany Barnes (h 39) · Wu-show Chou (h 26) · Min Chi (h 25)
56
48–65
Brigham Young University
37.4
17.839 (30 enriched)0$86kMike D. Jones (h 38) · Mike P. Jones (h 38) · David Wingate (h 38)
57
45–67
Iowa State University
37.0
19.240 (36 enriched)1$71kYang Li (h 65) · Qi Li (h 54) · Myra Cohen (h 38)
58
46–67
Barnard College
36.7
19.09 (6 enriched)0$107kRebecca Wright (h 35) · Smaranda Muresan (h 28) · Lucy Simko (h 11)
59
50–71
Illinois Institute of Technology
34.7
19.928 (20 enriched)0$74kPeng-Jun Wan (h 50) · Yan Yan (h 41) · Xian-He Sun (h 36)
60
52–67
Stevens Institute of Technology
32.4
15.340 (25 enriched)0$99kMichael Greenberg (h 50) · Kai Li (h 32) · Jina Huh-Yoo (h 29)
61
54–72
Brandeis University
32.1
19.224 (17 enriched)1$80kJames Pustejovsky (h 59) · Nianwen Bert Xue (h 39) · Pengyu Hong (h 32)
62
58–65
Temple University
31.9
16.08 (3 enriched, partial)0$105kKonstantin Bauman (h 9) · Sezgin Ayabakan (h 8) · Tamer Aldwairi (h 4)
63
54–73
Middlebury College
31.5
16.314 (11 enriched)0$80kDaniel Scharstein (h 30) · Michael Linderman (h 29) · Matthew Dickerson (h 25)
64
57–75
University of Connecticut
30.8
19.240 (30 enriched)0$69kJinbo Bi (h 40) · Amir Herzberg (h 38) · Alexander Russell (h 38)
65
58–72
Oregon State University
30.4
17.513 (5 enriched, partial)0$75kJulie A. Adams (h 34) · Houssam Abbas (h 18) · Tejasvi Anand (h 16)
66
49–81
Connecticut College
28.9
18.211 (6 enriched)1$86kS. James Lee (h 61) · Gary Parker (h 12) · Ozgur Izmirli (h 10)
67
65–73
Rochester Institute of Technology
28.0
13.751 (34 enriched)0$83kEdith Hemaspaandra (h 29) · Richard Zanibbi (h 28) · Mohan Kumar (h 24)
68
63–72
Harvey Mudd College
27.7
11.518 (16 enriched)0$132kChris Stone (h 32) · Ben Wiedermann (h 12) · Jonathan Chang (h 10)
69
60–77
Carleton College
27.0
16.114 (11 enriched)0$88kLayla Oesper (h 34) · David Liben-Nowell (h 21) · Anna Rafferty (h 20)
70
63–74
Rhodes College
26.8
15.77 (5 enriched)0$122kHong Xu (h 16) · D. Brian Larkins (h 7) · Sean Kugele (h 7)
71
66–80
Whitman College
25.7
20.34 (4 enriched)0John Stratton (h 17) · Janet Davis (h 14) · William Bares (h 13)
72
49–87
Bowdoin College
25.6
18.411 (8 enriched)0David Byrd (h 57) · Jeffrey Knockel (h 17) · Sean K. Barker (h 15)
73
62–79
Florida International University
24.7
15.640 (32 enriched)0$63kMichael Robinson (h 40) · Jason Liu (h 31) · Peter Clarke (h 30)
74
73–79
University of Alabama
23.2
19.75 (4 enriched)0$70kPurushotham Bangalore (h 15) · Monica Anderson (h 14) · Travis Atkison (h 13)
75
62–81
Yeshiva University
23.0
15.440 (8 enriched, partial)0Honggang Wang (h 55) · David Li (h 43) · Ming Ma (h 26)
76
61–82
Colby College
22.6
15.711 (9 enriched)0Amanda Stent (h 29) · Ying Li (h 17) · Stephanie Taylor (h 13)
77
61–83
University at Albany (SUNY)
22.2
16.326 (20 enriched)0$50kMing-Ching Chang (h 53) · Jeff Offutt (h 48) · Pradeep K. Atrey (h 28)
78
61–87
University of Richmond
22.1
17.415 (11 enriched)0$77kJohn R. Hubbard (h 57) · Joonsuk Park (h 38) · Patrick Martin (h 14)
79
62–86
Colgate University
21.9
17.114 (9 enriched)0$80kGrusha Prasad (h 43) · Joel Sommers (h 30) · Aaron Gember-Jacobson (h 25)
80
74–80
Swarthmore College
21.8
12.519 (13 enriched)0$104kLisa Meeden (h 17) · Kevin Webb (h 12) · Tia Newhall (h 11)
81
73–81
Macalester College
21.3
13.143 (31 enriched)0$82kMichael Schneider (h 35) · David Bressoud (h 33) · Daniel Kaplan (h 30)
82
74–84
Hamilton College
18.7
17.39 (6 enriched)0Thomas Helmuth (h 20) · Darren Strash (h 15) · Mark Bailey (h 14)
83
80–86
Grinnell College
16.2
13.812 (9 enriched)0$84kHenry M. Walker (h 17) · Jerod Weinman (h 15) · Charlie Curtsinger (h 10)
84
82–87
Chapman University
14.7
13.443 (5 enriched, partial)0$67kDr. Daniel Alpay (h 39) · Dr. Rahul Soangra (h 15) · Rao Ali (h 5)
85
78–87
Haverford College
14.6
16.99 (7 enriched)0Sorelle Friedler (h 20) · David Wonnacott (h 20) · Rebecca Everett (h 12)
86
80–88
Vassar College
12.3
14.911 (10 enriched)0$80kJonathan Gordon (h 23) · Luke Hunsberger (h 14) · Jason Waterman (h 14)
87
84–88
Colorado College
11.9
16.48 (4 enriched)0Janet Burge (h 16) · Varsha Koushik (h 8) · Danielle Ellsworth (h 8)
88
83–88
Davidson College
8.8
13.018 (13 enriched)0Yan Zhuang (h 28) · Tabitha Peck (h 20) · Laurie Heyer (h 15)

Method: Five 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), program scale (IPEDS first-major bachelor degrees conferred, log), 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 35% / faculty power 20% / grad earnings 25% / program scale 10% / 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.