Data Scale: FindingSchool leverages an extensive data set that exceeds that of similar rankings, ensuring accurate and relevant evaluations through well-defined weight distributions and scoring mechanisms.
Weight Distribution: We gathered feedback from thousands of families and consulted over 50 industry experts to create ranking weights tailored to the needs of Asian students.
Scoring Mechanism: Each of the 46 distinct data points is evaluated using unique mathematical models, scoring based on its position within the overall data distribution.
Basis for Ranking: Instead of absolute values, we focus on relative differences in data. There is no fixed score threshold for separating schools; instead, the “admission cutoff” is adjusted annually based on data trends, similar to college entrance exams.
The school page currently displays an evaluation card that includes an overall rating and ratings across five key categories, totaling 46 data points. The five categories are: Geographic Community, Academic Strength, Matriculation Level, Extracurricular Activities, and FindingSchool Reviews. Visitors can easily view the overall score and ratings for each dimension (ranging from A+ to C). For boarding schools, detailed total score rankings are also included
The data used for evaluations and rankings comes from three primary sources: official school data, public data, and user-submitted data on FindingSchool.
The entire scoring system is based on mathematical models derived from statistical analysis of samples from hundreds of schools across various levels. Each data point receives a corresponding rating based on its percentile position within the overall predicted distribution.
In the boarding school evaluation:: A- and above account for 45% of the total, B- and above account for 40%, C accounts for 15%.
In the day school evaluation: A- and above account for 30% of the total, B- and above account for 51%, C and others account for 19%.
1. [30% - Matriculation Dimension]: Ivy League admission rate, admission rate for Top 25 National Universities and Top 5 Liberal Arts Colleges, admission rate for Top 50 National Universities and Top 10 Liberal Arts Colleges, admission rate for Top 100 National Universities and Top 25 Liberal Arts Colleges, along with a summary of historical admissions data.
2. [24% - Academic Dimension]: Course offerings (AP, IB, Honors, and Advanced courses), percentage of teachers with a master’s degree or higher, percentage of AP exam scores of 3, 4, or 5, average scores on standardized tests (SAT and ACT), scores in AMC math competitions, and results in FRC robotics competitions.
3. [14% - Extracurricular Activities]: Alumni donation rate, number of clubs and activities, ratings for competitive sports teams, and ratings for arts programs.
4. [12% - FindingSchool Reviews]: FindingSchool website rating, review comments on FindingSchool, and historical rating trends.
5. [8% - Geographic Community]: State resource evaluation, density score of nearby top universities, distance to the nearest international airport, convenience of local amenities, transportation convenience, city crime rate, and educational level of the local population.
Ranking | University/College | Students |
---|---|---|
#1 | Princeton University | 1 + |
#2 | Columbia University | 1 + |
#2 | Harvard College | 1 + |
#2 | Massachusetts Institute of Technology | 1 + |
#5 | Yale University | 1 + |
LAC #1 | Williams College | 1 + |
#6 | Stanford University | 1 + |
#6 | University of Chicago | 1 + |
#8 | University of Pennsylvania | 1 + |
#9 | California Institute of Technology | 1 + |
#9 | Johns Hopkins University | 1 + |
#9 | Northwestern University | 1 + |
LAC #2 | Amherst College | 1 + |
#13 | Dartmouth College | 1 + |
#14 | Brown University | 1 + |
#14 | Vanderbilt University | 1 + |
#14 | Washington University in St. Louis | 1 + |
#17 | Cornell University | 1 + |
#21 | Emory University | 1 + |
#22 | University of California: Berkeley | 1 + |
#23 | Georgetown University | 1 + |
#23 | University of Michigan | 1 + |
#25 | Carnegie Mellon University | 1 + |
#25 | University of Virginia | 1 + |
LAC #5 | Wellesley College | 1 + |
#27 | University of Southern California | 1 + |
#28 | New York University | 1 + |
#28 | Tufts University | 1 + |
#28 | University of Florida | 1 + |
#28 | University of North Carolina at Chapel Hill | 1 + |
#28 | Wake Forest University | 1 + |
LAC #6 | Bowdoin College | 1 + |
#36 | Boston College | 1 + |
#36 | University of California: Irvine | 1 + |
#40 | College of William and Mary | 1 + |
Brown University/Rhode Island | 1 + | |
Molloy University | 1 + | |
School of Design dual degree | 1 + | |
#42 | Boston University | 1 + |
#42 | Tulane University | 1 + |
LAC #9 | Middlebury College | 1 + |
#49 | Lehigh University | 1 + |
#49 | Northeastern University | 1 + |
#49 | Ohio State University: Columbus Campus | 1 + |
#49 | Purdue University | 1 + |
#49 | Villanova University | 1 + |
#55 | Santa Clara University | 1 + |
#55 | University of Miami | 1 + |
LAC #11 | Washington and Lee University | 1 + |
#59 | Syracuse University | 1 + |
#63 | George Washington University | 1 + |
#63 | University of Connecticut | 1 + |
#63 | Worcester Polytechnic Institute | 1 + |
LAC #13 | Davidson College | 1 + |
LAC #13 | Grinnell College | 1 + |
LAC #13 | Hamilton College | 1 + |
#68 | Fordham University | 1 + |
#68 | Indiana University Bloomington | 1 + |
#68 | Southern Methodist University | 1 + |
#68 | St. Lawrence University | 1 + |
#68 | University of Massachusetts Amherst | 1 + |
#72 | Hobart and William Smith Colleges | 1 + |
#75 | Baylor University | 1 + |
#75 | Virginia Polytechnic Institute and State University | 1 + |
#76 | Muhlenberg College | 1 + |
LAC #16 | Haverford College | 1 + |
#83 | Elon University | 1 + |
#83 | Marquette University | 1 + |
#85 | Lake Forest College | 1 + |
LAC #17 | Colby College | 1 + |
LAC #17 | Colgate University | 1 + |
LAC #17 | Wesleyan University | 1 + |
#89 | Stonehill College | 1 + |
#93 | University of Delaware | 1 + |
#99 | University of Oregon | 1 + |
#99 | University of Utah | 1 + |
#103 | Miami University: Oxford | 1 + |
#103 | University of Illinois at Chicago | 1 + |
#104 | University of Colorado Boulder | 1 + |
LAC #22 | University of Richmond | 1 + |
#115 | Fairfield University | 1 + |
Arizona State University | 1 + | |
#117 | University of Vermont | 1 + |
LAC #25 | Bates College | 1 + |
LAC #26 | Colorado College | 1 + |
LAC #28 | Harvey Mudd College | 1 + |
LAC #30 | Kenyon College | 1 + |
LAC #35 | College of the Holy Cross | 1 + |
LAC #36 | Oberlin College | 1 + |
LAC #38 | Bucknell University | 1 + |
LAC #38 | Franklin & Marshall College | 1 + |
#202 | Florida Institute of Technology | 1 + |
#202 | Springfield College | 1 + |
LAC #42 | Denison University | 1 + |
LAC #45 | Union College | 1 + |
LAC #46 | Trinity College | 1 + |
#234 | University of Hartford | 1 + |
LAC #50 | Connecticut College | 1 + |
LAC #50 | Dickinson College | 1 + |
LAC #60 | Bard College | 1 + |
Babson College | 1 + | |
Bryant University | 1 + | |
Canisius College | 1 + | |
Ecole de Technologie Superieure - Canada | 1 + | |
Emerson College | 1 + | |
Endicott College | 1 + | |
Ithaca College | 1 + | |
Marist College | 1 + | |
McGill University | 1 + | |
Providence College | 1 + | |
Saint Anselm College | 1 + | |
Salve Regina University | 1 + | |
SUNY College at Brockport | 1 + | |
University of Montreal | 1 + | |
University of St. Andrews | 1 + | |
Utica College | 1 + | |
UW Colleges Fox Valley | 1 + | |
Wagner College | 1 + |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2021-2023 | 2020-2022 | 2021 | 2018-2020 | 2017-2019 | Total |
All schools | 64 | 24 | 62 | 116 | 90 | ||
#1 | Princeton University | 1 + | 1 | 1 | 1 + | 4 | |
#2 | Massachusetts Institute of Technology | 1 + | 1 + | 2 | 1 + | 5 | |
#3 | Stanford University | 1 + | 1 + | 1 | 3 + | 1 + | 7 |
#3 | Harvard College | 1 + | 1 | 3 + | 5 | ||
#5 | Yale University | 1 + | 1 | 1 + | 3 | ||
#6 | University of Pennsylvania | 1 + | 3 + | 3 + | 7 | ||
#7 | Duke University | 3 + | 3 + | 6 | |||
#7 | California Institute of Technology | 1 + | 1 | ||||
#9 | Northwestern University | 1 + | 1 + | 2 | |||
#9 | Brown University | 1 + | 1 + | 3 | 3 + | 1 + | 9 |
#9 | Johns Hopkins University | 1 + | 1 | 3 + | 5 | ||
#12 | University of Chicago | 1 + | 3 + | 1 + | 5 | ||
#12 | Cornell University | 1 + | 1 + | 4 | 3 + | 3 + | 12 |
#12 | Columbia University | 1 + | 3 + | 4 | |||
#15 | University of California: Los Angeles | 1 | 1 | ||||
#15 | University of California: Berkeley | 1 + | 1 + | 3 | 1 | 3 + | 9 |
#18 | Vanderbilt University | 1 + | 1 | 1 | 3 | ||
#18 | Dartmouth College | 1 + | 1 + | 1 | 3 + | 3 + | 9 |
#21 | University of Michigan | 1 + | 1 + | 4 | 1 | 1 + | 8 |
#22 | University of North Carolina at Chapel Hill | 1 + | 1 + | 3 + | 5 | ||
#22 | Georgetown University | 1 + | 1 + | 2 | 3 + | 3 + | 10 |
#24 | Washington University in St. Louis | 1 + | 2 | 3 + | 3 + | 9 | |
#24 | Emory University | 1 + | 1 + | 3 | 1 + | 6 | |
#24 | Carnegie Mellon University | 1 + | 1 + | 1 | 3 + | 3 + | 9 |
#24 | University of Virginia | 1 + | 1 | 3 + | 5 | ||
#28 | University of California: Davis | 1 | 1 | ||||
#28 | University of Southern California | 1 + | 1 + | 3 | 1 | 3 + | 9 |
#28 | University of California: San Diego | 1 | 1 + | 2 | |||
#28 | University of Florida | 1 + | 1 | ||||
#33 | Georgia Institute of Technology | 1 | 1 + | 2 | |||
#33 | University of California: Irvine | 1 + | 1 | ||||
#35 | University of California: Santa Barbara | 1 | 1 + | 2 | |||
#35 | New York University | 1 + | 1 + | 3 | 3 + | 3 + | 11 |
#35 | University of Wisconsin-Madison | 1 | 1 | ||||
#39 | Boston College | 1 + | 1 + | 2 | 3 + | 3 + | 10 |
#40 | University of Washington | 1 + | 1 | ||||
#40 | Tufts University | 1 + | 1 + | 1 | 3 + | 3 + | 9 |
#43 | Boston University | 1 + | 1 + | 1 | 3 + | 3 + | 9 |
#47 | Virginia Polytechnic Institute and State University | 1 + | 1 | 1 | 3 | ||
#47 | Wake Forest University | 1 + | 1 | 3 + | 5 | ||
#47 | University of Rochester | 3 + | 3 | ||||
#47 | University of Illinois at Urbana-Champaign | 3 + | 1 + | 4 | |||
#47 | Lehigh University | 1 + | 1 + | 3 + | 5 | ||
#49 | Ohio State University: Columbus Campus | 1 + | 1 | ||||
#49 | Purdue University | 1 + | 1 | 2 | |||
#53 | Case Western Reserve University | 1 | 1 | ||||
#53 | Northeastern University | 1 + | 1 + | 4 | 3 + | 3 + | 12 |
#53 | Florida State University | 1 | 1 + | 2 | |||
#53 | College of William and Mary | 1 + | 1 + | 2 | |||
#57 | Penn State University Park | 1 | 1 | ||||
#58 | University of Connecticut | 1 + | 1 + | 1 | 3 + | 1 + | 7 |
#60 | Brandeis University | 1 + | 1 | ||||
#60 | Santa Clara University | 1 + | 1 | 1 | 3 | ||
#60 | Rensselaer Polytechnic Institute | 1 | 1 | ||||
#60 | North Carolina State University | 1 | 1 | ||||
#67 | Villanova University | 1 + | 1 | ||||
#67 | University of Miami | 1 + | 1 | ||||
#67 | University of Massachusetts Amherst | 1 + | 1 + | 3 | 3 + | 1 + | 9 |
#67 | George Washington University | 1 + | 2 | 3 + | 3 + | 9 | |
#67 | Syracuse University | 1 + | 1 | 3 + | 5 | ||
#73 | Tulane University | 1 + | 1 + | 2 | 1 | 1 + | 6 |
#73 | Indiana University Bloomington | 1 + | 1 | ||||
#76 | University of Delaware | 1 + | 1 | 2 | |||
#82 | University of Illinois at Chicago | 1 + | 1 | ||||
#82 | Worcester Polytechnic Institute | 1 + | 3 + | 4 | |||
#86 | Marquette University | 1 + | 1 | ||||
#89 | Southern Methodist University | 1 + | 1 + | 1 | 3 + | 3 + | 9 |
#89 | Fordham University | 1 + | 1 + | 2 | |||
#93 | Baylor University | 1 + | 1 | 2 | |||
#98 | Rochester Institute of Technology | 1 | 1 | ||||
#98 | University of Oregon | 1 + | 1 | ||||
#98 | Texas Christian University | 3 + | 3 | ||||
#105 | University of Colorado Boulder | 1 + | 1 + | 2 | 1 | 1 + | 6 |
#105 | Arizona State University | 1 + | 1 | ||||
#105 | American University | 1 | 3 + | 4 | |||
#115 | University of New Hampshire | 1 | 1 | ||||
#115 | University of Utah | 1 + | 1 | ||||
#124 | Fairfield University | 1 + | 1 | 2 | |||
#124 | University of South Carolina: Columbia | 1 | 1 | ||||
#133 | Elon University | 1 + | 1 | 2 | |||
#133 | Miami University: Oxford | 1 + | 1 | 1 | 1 + | 4 | |
#133 | University of Vermont | 1 + | 1 + | 3 + | 1 + | 6 | |
#142 | University of Cincinnati | 1 | 1 | ||||
#159 | University of Massachusetts Lowell | 1 | 1 | ||||
#170 | Quinnipiac University | 1 | 1 | ||||
#216 | Springfield College | 1 + | 1 | 2 | |||
#269 | Florida Institute of Technology | 1 + | 1 | 2 | |||
#304 | University of Hartford | 1 + | 1 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2021-2023 | 2020-2022 | 2021 | 2018-2020 | 2017-2019 | Total |
All schools | 34 | 12 | 31 | 57 | 40 | ||
#1 | Williams College | 1 + | 3 + | 3 + | 7 | ||
#2 | Amherst College | 1 + | 1 | 2 | |||
#4 | Pomona College | 1 + | 1 | ||||
#4 | Swarthmore College | 1 | 1 | ||||
#4 | Wellesley College | 1 + | 1 | 1 | 3 | ||
#9 | Carleton College | 1 + | 1 | ||||
#9 | Bowdoin College | 1 + | 1 | 3 + | 1 + | 6 | |
#11 | Middlebury College | 1 + | 1 + | 4 | 3 + | 3 + | 12 |
#11 | Grinnell College | 1 + | 1 | 2 | |||
#11 | Barnard College | 1 | 1 + | 2 | |||
#11 | Wesleyan University | 1 + | 1 + | 1 | 1 | 1 + | 5 |
#16 | Hamilton College | 1 + | 1 + | 2 | 3 + | 1 + | 8 |
#16 | Davidson College | 1 + | 1 | 1 | 3 | ||
#16 | Harvey Mudd College | 1 + | 1 | 1 | 1 + | 4 | |
#21 | Colgate University | 1 + | 1 + | 2 | 3 + | 3 + | 10 |
#21 | Washington and Lee University | 1 + | 1 + | 1 | 3 | ||
#21 | Haverford College | 1 + | 1 | 2 | |||
#24 | Bates College | 1 + | 1 | 1 + | 3 | ||
#25 | Colby College | 1 + | 1 + | 2 | 3 + | 3 + | 10 |
#25 | University of Richmond | 1 + | 1 | 1 | 1 + | 4 | |
#27 | College of the Holy Cross | 1 + | 1 + | 1 | 3 + | 3 + | 9 |
#27 | Macalester College | 1 | 1 | ||||
#30 | Bucknell University | 1 + | 1 + | 1 | 1 | 1 + | 5 |
#30 | Bryn Mawr College | 1 | 1 + | 2 | |||
#30 | Lafayette College | 1 | 1 + | 2 | |||
#33 | Colorado College | 1 + | 1 | 2 | |||
#35 | Franklin & Marshall College | 1 + | 1 | 3 + | 1 + | 6 | |
#36 | Oberlin College | 1 + | 1 | 1 + | 3 | ||
#38 | Skidmore College | 1 | 3 + | 4 | |||
#39 | Pitzer College | 1 + | 1 | ||||
#39 | Trinity College | 1 + | 1 + | 1 | 3 + | 3 + | 9 |
#39 | Denison University | 1 + | 1 | 2 | |||
#39 | Kenyon College | 1 + | 1 + | 2 | 1 | 1 + | 6 |
#45 | Union College | 1 + | 1 + | 1 | 1 | 4 | |
#46 | Whitman College | 1 + | 1 | ||||
#46 | Connecticut College | 1 + | 1 + | 1 | 1 | 1 + | 5 |
#46 | Dickinson College | 1 + | 1 | 2 | |||
#56 | Rhodes College | 1 | 1 | ||||
#59 | St. Lawrence University | 1 + | 1 | 3 + | 5 | ||
#59 | Trinity University | 1 | 1 | ||||
#63 | Gettysburg College | 1 | 1 + | 2 | |||
#67 | Reed College | 1 | 1 | ||||
#70 | Hobart and William Smith Colleges | 1 + | 2 | 1 | 4 | ||
#70 | Muhlenberg College | 1 + | 1 | 2 | |||
#72 | Bard College | 1 + | 1 | ||||
#73 | Lake Forest College | 1 + | 1 | ||||
#86 | Stonehill College | 1 + | 1 | ||||
#89 | Saint Anselm College | 1 + | 1 | ||||
#93 | Washington College | 1 | 1 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2021-2023 | 2020-2022 | 2021 | 2018-2020 | 2017-2019 | Total |
All schools | 3 | 0 | 0 | 0 | 0 | ||
#3 | McGill University | 1 + | 1 | ||||
#6 | University of Montreal | 1 + | 1 | ||||
#30 | Ecole de Technologie Superieure - Canada | 1 + | 1 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2021-2023 | 2020-2022 | 2021 | 2018-2020 | 2017-2019 | Total |
All schools | 1 | 0 | 0 | 0 | 0 | ||
#33 | University of St. Andrews | 1 + | 1 |
Baseball
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Basketball
|
Crew
|
Cross Country
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Field Hockey
|
American Football
|
Baseball
|
Basketball
|
Crew
|
Cross Country
|
Field Hockey
|
American Football
|
Golf
|
Ice Hockey
|
Lacrosse
|
Soccer
|
Softball
|
Squash
|
Tennis
|
Wrestling
|
Academic Peer Tutors
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Astronomy Club
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Book Club
|
Business & Entrepreneurship Club
|
Classics Club
|
Fair Trade Club
|
Academic Peer Tutors
|
Astronomy Club
|
Book Club
|
Business & Entrepreneurship Club
|
Classics Club
|
Fair Trade Club
|
Investment Club
|
Computer Science Club
|
Math Club
|
Model United Nations
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Debate Club
|
Mock Trial Club
|
Robotics
|
Women in STEM
|
Student for Sustainability (S4S)
|
The Philosophy Club
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SM Finance Club
|
Royal Blues (female a cappella group)
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Chamber Players
|
Choir
|
Community Arts Club
|
Foreign Film Club
|
Jazz Band
|
Marksmen (male a cappella group)
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Metropolitan Opera Trip
|
Musical Theatre Club
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Photography & Editing Club
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Songwriting Club
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Cornhole Club
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Dance Club
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Outdoor Club
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Skiing & Snowboarding Club
|
Volleyball Club
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Young Democrat Club
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Young Republican Club
|
Haiti Partnership
|
Marlborough Boys & Girls Club
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Our Father’s Table
|
R.E
|
A
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C.H.
|
Special Olympics
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St. Mark’s Society
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Choir
|
Jazz
|
Music
|
Music Studio
|
Theater
|
Ceramics
|
Choir
|
Jazz
|
Music
|
Music Studio
|
Theater
|
Ceramics
|
Filmmaking
|
Sculpture
|
Studio Art
|
Writing
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