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For the 2025 school year, there are 5 public schools serving 2,868 students in Olney, MD (there are , serving 2,321 private students). 55% of all K-12 students in Olney, MD are educated in public schools (compared to the MD state average of 86%).

The top ranked public schools in Olney, MD are Belmont Elementary School, Olney Elementary School and Brooke Grove Elementary School. Overall testing rank is based on a school's combined math and reading proficiency test score ranking.

Olney, MD public schools have an average math proficiency score of 31% (versus the Maryland public school average of 25%), and reading proficiency score of 61% (versus the 45% statewide average). Schools in Olney have an average ranking of 7/10, which is in the top 50% of Maryland public schools.

Minority enrollment is 55% of the student body (majority Black and Hispanic), which is less than the Maryland public school average of 68% (majority Black).