Which has a more collaborative undergraduate campus culture, Stanford or Caltech?

I’m a high school senior considering both Stanford and Caltech for science and engineering. I’m trying to compare what the campus environment feels like for undergraduates, especially whether students tend to collaborate rather than compete.
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Caltech is more consistently collaborative in the day-to-day undergraduate academic experience, particularly for students in science and engineering. Its very small undergraduate population means classmates see one another repeatedly in courses, labs, problem-solving sessions, and the residential House system. Caltech’s Honor Code also supports a culture in which students commonly work together on difficult material while remaining responsible for submitting their own work.

The collaboration at Caltech is often born of necessity: courses move quickly, problem sets can be demanding, and students tend to form tight study groups with peers who share similar technical interests. The atmosphere can still feel intense, but the pressure is more often directed at mastering the work together than outperforming classmates for grades or access to opportunities.

Stanford has a notably collaborative culture as well, with abundant interdisciplinary projects, undergraduate research, maker spaces, and student organizations. However, its larger size and wider range of preprofessional pathways can make certain circles, such as startup-oriented, computer science, or selective research environments, feel more individually competitive. Stanford offers more social and academic variety; Caltech offers a smaller, more cohesive group of STEM peers who are deeply accustomed to relying on one another.
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