The headline
The highest-performing counties for US public schools cluster tightly with median household income. Loudoun County, Virginia ($181K median HHI), Santa Clara County, California ($164K), San Mateo County, California ($159K), Fairfax County, Virginia ($154K), and Howard County, Maryland ($150K) anchor the top of any composite ranking of US public-school county quality.
This is not coincidence. Median household income is the single strongest predictor of average school performance in the United States, accounting for about 60% of the variance in state-assessment outcomes across counties.
What the county-level ranking captures
Counties are ranked on a composite of:
- Average state-assessment proficiency across the county's public schools
- Average student-teacher ratio (lower is better, within limits)
- Five-year enrollment trajectory (growing populations indicate parent confidence)
- Demographic balance (a tiebreaker, not a primary driver)
Beyond the obvious
The top of the list is heavy on wealthy counties, but the more interesting question is which counties punch above their weight. Those are counties whose schools outperform what their median income would predict. They tend to be university-town counties (Boulder CO, Tompkins NY, Story IA, Story KS), counties with strong magnet systems (Wake NC, Mecklenburg NC), and counties with sustained per-pupil investment policy (Montgomery MD, Howard MD).
How families should use this
For families considering an interstate move, county-level public-school quality is one of the highest-information signals available. It captures not just the current state of the schools but the underlying tax base, parent engagement, and demographic stability that predict where those schools will be in 10 years.
Methodology
Sources: NCES Common Core of Data 2024-25 (school enrollment, demographics, staffing), state-native assessments for the most recent year available (typically 2023-24 or 2024-25), and American Community Survey 2020-2024 5-year estimates (county income, education attainment). Composite rank is the geometric mean of percentile ranks on each input metric.
