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 + |
#3 | Harvard College | 1 + |
#3 | Stanford University | 1 + |
#3 | Yale University | 1 + |
LAC #1 | Williams College | 1 + |
#6 | University of Chicago | 1 + |
#7 | University of Pennsylvania | 1 + |
#10 | Duke University | 1 + |
#10 | Northwestern University | 1 + |
LAC #2 | Amherst College | 1 + |
#12 | Dartmouth College | 1 + |
#13 | Vanderbilt University | 1 + |
#15 | Washington University in St. Louis | 1 + |
#17 | Cornell University | 1 + |
#18 | Columbia University | 1 + |
#20 | University of California: Berkeley | 1 + |
#20 | University of California: Los Angeles | 1 + |
LAC #4 | Swarthmore College | 1 + |
#22 | Carnegie Mellon University | 1 + |
#22 | Georgetown University | 1 + |
#25 | New York University | 1 + |
#25 | University of Michigan | 1 + |
#25 | University of Southern California | 1 + |
#29 | University of North Carolina at Chapel Hill | 1 + |
LAC #6 | Carleton College | 1 + |
#32 | Tufts University | 1 + |
#32 | University of California: Santa Barbara | 1 + |
#36 | Boston College | 1 + |
#38 | University of California: Davis | 1 + |
#41 | Boston University | 1 + |
#44 | Case Western Reserve University | 1 + |
#44 | Georgia Institute of Technology | 1 + |
#44 | Northeastern University | 1 + |
#44 | Tulane University | 1 + |
#51 | Lehigh University | 1 + |
#55 | Santa Clara University | 1 + |
#55 | University of Washington | 1 + |
#62 | George Washington University | 1 + |
#62 | Syracuse University | 1 + |
LAC #13 | Smith College | 1 + |
LAC #13 | Vassar College | 1 + |
#72 | Sarah Lawrence College | 1 + |
#72 | Southern Methodist University | 1 + |
#77 | Loyola Marymount University | 1 + |
#85 | University of Puget Sound | 1 + |
#89 | Texas Christian University | 1 + |
LAC #18 | Barnard College | 1 + |
LAC #18 | Colgate University | 1 + |
LAC #18 | Wesleyan University | 1 + |
LAC #24 | Colby College | 1 + |
#121 | Chapman University | 1 + |
#151 | San Diego State University | 1 + |
LAC #33 | Scripps College | 1 + |
LAC #39 | Lafayette College | 1 + |
LAC #60 | Bard College | 1 + |
California Polytechnic State University: San Luis Obispo | 1 + | |
College of William and Mary | 1 + | |
University of California: Santa Cruz | 1 + | |
University of St. Andrews | 1 + |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2023 | 2022 | 2021 | 2019-2020 | 2019 | Total |
All schools | 42 | 111 | 34 | 65 | 123 | ||
#1 | Princeton University | 1 + | 2 | 1 + | 4 | ||
#2 | Massachusetts Institute of Technology | 2 | 2 admitted | 4 | |||
#3 | Harvard College | 1 + | 2 | 1 + | 2 | 3 admitted | 9 |
#3 | Stanford University | 1 + | 1 + | 5 | 2 admitted | 9 | |
#5 | Yale University | 1 + | 3 | 1 + | 3 | 2 admitted | 10 |
#6 | University of Pennsylvania | 1 + | 2 | 1 + | 1 | 6 admitted | 11 |
#7 | Duke University | 1 + | 1 | 1 + | 3 | 4 admitted | 10 |
#9 | Johns Hopkins University | 1 | 1 + | 1 admitted | 3 | ||
#9 | Brown University | 3 | 1 + | 5 | 2 admitted | 11 | |
#9 | Northwestern University | 1 + | 3 | 1 | 1 admitted | 6 | |
#12 | Cornell University | 1 + | 2 | 1 + | 4 | 5 admitted | 13 |
#12 | University of Chicago | 1 + | 2 | 1 + | 4 | 4 admitted | 12 |
#12 | Columbia University | 1 + | 1 | 1 + | 3 | 1 admitted | 7 |
#15 | University of California: Los Angeles | 1 + | 2 | 1 + | 2 | 2 admitted | 8 |
#15 | University of California: Berkeley | 1 + | 1 | 1 + | 3 | 3 admitted | 9 |
#17 | Rice University | 1 admitted | 1 | ||||
#18 | Dartmouth College | 1 + | 1 | 1 + | 1 | 1 admitted | 5 |
#18 | Vanderbilt University | 1 + | 3 | 2 admitted | 6 | ||
#20 | University of Notre Dame | 1 | 1 | 1 admitted | 3 | ||
#21 | University of Michigan | 1 + | 2 | 1 + | 4 | 4 admitted | 12 |
#22 | Georgetown University | 1 + | 2 | 1 admitted | 4 | ||
#22 | University of North Carolina at Chapel Hill | 1 + | 1 | ||||
#24 | University of Virginia | 1 | 1 + | 1 admitted | 3 | ||
#24 | Carnegie Mellon University | 1 + | 1 | 1 + | 1 admitted | 4 | |
#24 | Washington University in St. Louis | 1 + | 2 | 1 + | 1 | 2 admitted | 7 |
#24 | Emory University | 1 | 1 + | 1 admitted | 3 | ||
#28 | University of California: Davis | 1 + | 1 | 1 + | 1 admitted | 4 | |
#28 | University of Southern California | 1 + | 3 | 1 + | 3 | 3 admitted | 11 |
#28 | University of California: San Diego | 1 | 1 | 1 admitted | 3 | ||
#33 | Georgia Institute of Technology | 1 + | 1 | 1 + | 1 admitted | 4 | |
#33 | University of California: Irvine | 1 | 1 admitted | 2 | |||
#35 | University of Wisconsin-Madison | 1 | 2 admitted | 3 | |||
#35 | University of California: Santa Barbara | 1 + | 1 | 1 + | 1 admitted | 4 | |
#35 | New York University | 1 + | 7 | 1 + | 4 | 5 admitted | 18 |
#38 | University of Texas at Austin | 2 | 1 admitted | 3 | |||
#39 | Boston College | 1 + | 1 | 1 admitted | 3 | ||
#40 | Tufts University | 1 + | 1 | 1 + | 2 | 1 admitted | 6 |
#40 | University of Washington | 1 + | 1 | 2 admitted | 4 | ||
#43 | Boston University | 1 + | 1 | 1 + | 1 admitted | 4 | |
#47 | University of Georgia | 1 | 1 admitted | 2 | |||
#47 | Wake Forest University | 1 | 1 + | 1 admitted | 3 | ||
#47 | University of Rochester | 1 | 1 admitted | 2 | |||
#47 | Lehigh University | 1 + | 1 | 1 + | 1 admitted | 4 | |
#47 | Texas A&M University | 1 admitted | 1 | ||||
#51 | Purdue University | 1 | 1 admitted | 2 | |||
#53 | College of William and Mary | 1 + | 1 | ||||
#53 | Northeastern University | 1 + | 1 | 1 admitted | 3 | ||
#53 | Case Western Reserve University | 1 + | 1 | 1 admitted | 3 | ||
#54 | Ohio State University: Columbus Campus | 1 admitted | 1 | ||||
#58 | University of Connecticut | 1 | 1 admitted | 2 | |||
#60 | Rensselaer Polytechnic Institute | 1 | 1 admitted | 2 | |||
#60 | Michigan State University | 1 | 1 admitted | 2 | |||
#60 | Brandeis University | 1 | 1 | 1 admitted | 3 | ||
#60 | Santa Clara University | 1 + | 1 | 1 admitted | 3 | ||
#67 | Villanova University | 1 admitted | 1 | ||||
#67 | University of Miami | 1 admitted | 1 | ||||
#67 | George Washington University | 1 + | 4 | 1 admitted | 6 | ||
#67 | Syracuse University | 1 + | 1 | 1 admitted | 3 | ||
#67 | University of Pittsburgh | 1 | 1 | ||||
#67 | University of Massachusetts Amherst | 1 | 1 | ||||
#73 | Indiana University Bloomington | 1 | 1 admitted | 2 | |||
#73 | Tulane University | 1 + | 1 | 1 | 1 admitted | 4 | |
#76 | University of Delaware | 1 | 1 | ||||
#76 | Pepperdine University | 1 + | 1 admitted | 2 | |||
#82 | Rutgers, The State University of New Jersey: Newark Campus | 1 | 1 | ||||
#89 | Temple University | 1 | 1 | ||||
#89 | Fordham University | 1 | 1 | 1 admitted | 3 | ||
#89 | Southern Methodist University | 1 + | 2 | 1 + | 3 admitted | 7 | |
#93 | University of Iowa | 1 admitted | 1 | ||||
#93 | Loyola Marymount University | 1 + | 1 | 2 | |||
#93 | Auburn University | 1 admitted | 1 | ||||
#98 | Texas Christian University | 1 + | 1 admitted | 2 | |||
#98 | Drexel University | 1 | 1 admitted | 2 | |||
#98 | University of Oregon | 1 | 1 | 1 admitted | 3 | ||
#98 | University of San Diego | 1 | 1 | ||||
#104 | University of California: Merced | 1 + | 1 | ||||
#105 | George Mason University | 1 | 1 | ||||
#105 | San Diego State University | 1 + | 1 | ||||
#105 | University of Colorado Boulder | 1 | 1 | 1 admitted | 3 | ||
#105 | American University | 1 | 1 + | 1 admitted | 3 | ||
#115 | University of New Hampshire | 1 admitted | 1 | ||||
#115 | University of San Francisco | 1 | 1 | ||||
#115 | University of Arizona | 1 + | 1 admitted | 2 | |||
#124 | University of Denver | 1 | 1 | ||||
#124 | University of South Carolina: Columbia | 1 admitted | 1 | ||||
#124 | University of Oklahoma | 1 | 1 | ||||
#124 | University of Missouri: Columbia | 1 admitted | 1 | ||||
#133 | Miami University: Oxford | 1 admitted | 1 | ||||
#133 | Chapman University | 1 + | 1 | 1 | 1 admitted | 4 | |
#133 | University of Vermont | 1 | 1 | ||||
#133 | Elon University | 1 admitted | 1 | ||||
#137 | University of Alabama | 1 | 1 admitted | 2 | |||
#142 | Loyola University Chicago | 1 | 1 | ||||
#142 | Clark University | 1 | 1 | ||||
#142 | Oregon State University | 1 | 1 admitted | 2 | |||
#151 | University of Kansas | 1 | 1 | ||||
#151 | Colorado State University | 1 admitted | 1 | ||||
#151 | DePaul University | 1 | 1 admitted | 2 | |||
#159 | University of Kentucky | 1 admitted | 1 | ||||
#163 | University of Mississippi | 1 admitted | 1 | ||||
#201 | The New School College of Performing Arts | 1 | 1 | ||||
#201 | Xavier University | 1 | 1 | ||||
#216 | University of Massachusetts Boston | 1 | 1 | ||||
#269 | George Fox University | 1 | 1 | ||||
University of Maryland: College Park | 1 | 1 admitted | 2 | ||||
University of California: Riverside | 1 | 1 admitted | 2 | ||||
University of Illinois at Urbana-Champaign | 1 | 1 | |||||
University of California: Santa Cruz | 1 + | 1 | 1 + | 1 admitted | 4 | ||
Penn State University Park | 1 | 1 admitted | 2 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2023 | 2022 | 2021 | 2019-2020 | 2019 | Total |
All schools | 15 | 42 | 8 | 19 | 33 | ||
#1 | Williams College | 1 + | 1 + | 1 | 3 | ||
#2 | Amherst College | 1 + | 1 | 1 | 1 admitted | 4 | |
#4 | Swarthmore College | 1 + | 1 | 1 | 1 admitted | 4 | |
#4 | Pomona College | 1 | 1 | 2 | |||
#4 | Wellesley College | 1 | 1 | ||||
#9 | Bowdoin College | 2 | 1 | 1 admitted | 4 | ||
#9 | Carleton College | 1 + | 1 admitted | 2 | |||
#11 | Middlebury College | 1 admitted | 1 | ||||
#11 | Wesleyan University | 1 + | 4 | 1 | 3 admitted | 9 | |
#11 | Barnard College | 1 + | 5 | 1 + | 5 | 1 admitted | 13 |
#16 | Hamilton College | 1 | 1 | 1 admitted | 3 | ||
#16 | Harvey Mudd College | 1 | 1 | ||||
#16 | Smith College | 1 + | 1 | 1 admitted | 3 | ||
#16 | Vassar College | 1 + | 1 admitted | 2 | |||
#16 | Davidson College | 1 admitted | 1 | ||||
#21 | Haverford College | 1 admitted | 1 | ||||
#21 | Colgate University | 1 + | 1 | 1 + | 1 | 1 admitted | 5 |
#24 | Bates College | 2 | 1 admitted | 3 | |||
#25 | University of Richmond | 1 | 1 admitted | 2 | |||
#25 | Colby College | 1 + | 1 + | 1 admitted | 3 | ||
#27 | College of the Holy Cross | 1 | 1 | ||||
#27 | Macalester College | 1 | 1 admitted | 2 | |||
#30 | Bucknell University | 1 | 1 admitted | 2 | |||
#30 | Lafayette College | 1 + | 3 | 4 | |||
#30 | Bryn Mawr College | 1 + | 1 | ||||
#33 | Colorado College | 1 | 1 | ||||
#35 | Scripps College | 1 + | 1 | 1 + | 3 | ||
#35 | Occidental College | 1 admitted | 1 | ||||
#35 | Franklin & Marshall College | 1 | 1 | ||||
#38 | Skidmore College | 1 | 1 + | 1 admitted | 3 | ||
#39 | Kenyon College | 1 | 1 admitted | 2 | |||
#39 | Trinity College | 1 admitted | 1 | ||||
#45 | Union College | 1 | 1 | ||||
#46 | DePauw University | 1 admitted | 1 | ||||
#46 | Connecticut College | 1 | 1 admitted | 2 | |||
#46 | Dickinson College | 1 | 1 admitted | 2 | |||
#51 | The University of the South | 1 admitted | 1 | ||||
#67 | Reed College | 1 | 1 | 1 admitted | 3 | ||
#70 | Hobart and William Smith Colleges | 1 | 1 | ||||
#70 | Muhlenberg College | 1 | 1 | ||||
#72 | Bard College | 1 + | 1 | 1 admitted | 3 | ||
#73 | Lake Forest College | 1 | 1 admitted | 2 | |||
#89 | University of Puget Sound | 1 + | 1 | 2 | |||
#93 | Drew University | 1 | 1 | ||||
#93 | Lewis & Clark College | 1 admitted | 1 | ||||
#100 | Sarah Lawrence College | 1 + | 1 + | 1 | 3 | ||
#112 | Bennington College | 1 | 1 | ||||
Oberlin College | 1 | 1 | 1 admitted | 3 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2023 | 2022 | 2021 | 2019-2020 | 2019 | Total |
All schools | 0 | 3 | 0 | 1 | 0 | ||
#1 | University of Toronto | 1 | 1 | ||||
#2 | University of British Columbia | 1 | 1 | ||||
#3 | McGill University | 1 | 1 | 2 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2023 | 2022 | 2021 | 2019-2020 | 2019 | Total |
All schools | 1 | 4 | 0 | 0 | 0 | ||
#1 | University of Oxford | 1 | 1 | ||||
#5 | University of Edinburgh | 1 | 1 | ||||
#8 | University of Glasgow | 1 | 1 | ||||
#33 | University of St. Andrews | 1 + | 1 | 2 |
Art History
|
Biology
|
Calculus AB
|
English Literature and Composition
|
Environmental Science
|
French Language and Culture
|
Art History
|
Biology
|
Calculus AB
|
English Literature and Composition
|
Environmental Science
|
French Language and Culture
|
Spanish Language and Culture
|
Statistics
|
United States History
|
Studio Art: Drawing
|
Studio Art: 2-D Design
|
Studio Art: 3-D Design
|
Physics C: Mechanics
|
Chinese Language and Culture
|
Calculus BC
|
Computer Science A
|
Physics C: Electricity and Magnetism
|
Basketball
|
Beach Volleyball
|
Cross Country
|
Golf
|
Lacrosse
|
Soccer
|
Basketball
|
Beach Volleyball
|
Cross Country
|
Golf
|
Lacrosse
|
Soccer
|
Swimming
|
Tennis
|
Track and Field
|
Volleyball
|
Water Polo
|
Code violet
|
Girls4change
|
Beanies and blankets
|
ACUTE
|
Explore LA
|
Shackelteens advanture club
|
Code violet
|
Girls4change
|
Beanies and blankets
|
ACUTE
|
Explore LA
|
Shackelteens advanture club
|
Girls go global
|
Change climate change
|
Cooking for the community
|
Singer songwriters
|
Social justice club
|
Patent pending
|
African-American cultural exchange
|
Marlborough's gay-straight alliance
|
Exploring Asia together
|
Organized Latina exchange
|
Chamber Choir
|
Dance
|
Improvisation
|
Performing
|
Singing
|
Theater
|
Chamber Choir
|
Dance
|
Improvisation
|
Performing
|
Singing
|
Theater
|
Ceramics
|
Drawing
|
Filmmaking
|
Photography
|
Studio Music
|
Architecture
|
Design
|