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For the 2025-26 school year, there are 3 public schools serving 2,080 students in Melville, NY (there are , serving 2,823 private students). 42% of all K-12 students in Melville, NY are educated in public schools (compared to the NY state average of 85%).

The top ranked public schools in Melville, NY are Sunquam Elementary School, West Hollow Middle School and Birchwood Intermediate School. Overall testing rank is based on a school's combined math and reading proficiency test score ranking.

Melville, NY public schools have an average math proficiency score of 64% (versus the New York public school average of 52%), and reading proficiency score of 47% (versus the 49% statewide average). Schools in Melville have an average ranking of 7/10, which is in the top 50% of New York public schools.

Minority enrollment is 57% of the student body (majority Hispanic), which is less than the New York public school average of 60% (majority Hispanic).