Neighborhood Profile

Forest

Buffalo, NY | Erie County
Scored premium profile
Best Neighborhoods USA Index
52.8
National rank: #6,600 of 14,967
Stability and Strength
40.5
Score
Value Opportunity
50.8
Score
Momentum
75.2
Score
Score note: Rankings show denominators so users always see the size of the eligible cohort.
ContextValue
LocationBuffalo, NY
CountyErie County
National rank#6,600 of 14,967
State rank#186 of 418
City rank#14 of 52
County rank#16 of 54
National percentile55.9
National bandMIDDLE_50_PERCENT
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Housing and local fundamentals

Housing and market metricsValue
Current Zillow home value$285,604
Year-over-year home value change4.9%
Month-over-month home value change0.06%
Home value to income ratio4.34
Median household income$65,871
Bachelor's degree or higher45.4%
Civilian unemployment rate4.9%
Homeownership rate36.9%
Housing vacancy rate16.0%
Rent burden 30% or higher51.1%

How to read this profile

  • Ranks are always shown with denominators.
  • Momentum reflects both year-over-year and month-over-month housing change.
  • Stability and Strength and Value Opportunity are governed composite scores.
  • Identity composition is descriptive intelligence and is not a scoring component.
Questions and Answers

Questions About Living in Forest

What is the Best Neighborhoods USA ranking for Forest?

Forest is ranked #14 of 52 eligible neighborhoods in Buffalo; #186 of 418 eligible neighborhoods in NY; and #6,600 of 14,967 eligible neighborhoods in the United States.

Is Forest one of the best neighborhoods in Buffalo?

Forest has a Best Neighborhoods USA Index of 52.8 and a city ranking of #14 of 52 eligible neighborhoods in Buffalo.

How much are homes worth in Forest?

The current Zillow Home Value Index for Forest is approximately $285,604.

Are home values rising or falling in Forest?

Zillow neighborhood values changed 4.9% year over year and 0.06% month over month.

What is the Neighborhood Momentum Score for Forest?

Forest has a Neighborhood Momentum Score of 75.2. Momentum is 70% year-over-year and 30% month-over-month Zillow housing change.

What is the median household income in Forest?

The NDS-derived neighborhood median household income is approximately $65,871.

How affordable is Forest relative to household income?

The current Zillow home-value-to-household-income ratio is 4.34. Price-to-income affordability is a major Value Opportunity input.

Is Forest primarily homeowners or renters?

The NDS-derived homeownership rate is approximately 36.9%.

What is the unemployment rate in Forest?

The NDS-derived civilian unemployment rate is approximately 4.9%.

How educated are residents of Forest?

Approximately 45.4% of residents age 25 and older are estimated to have a bachelor's degree or higher.

What share of renters in Forest face high rent burden?

Approximately 51.1% of the applicable renter-household universe is estimated to spend 30% or more of household income on gross rent.

How does Best Neighborhoods USA score Forest?

The overall index combines 40% Stability and Strength, 35% Value Opportunity, and 25% Momentum. Race, ethnicity, and identity composition are not scoring components.

Governed ranking context

How this neighborhood ranks

HMDA Mortgage Intelligence

Neighborhood Mortgage Market

MODERATE

Modeled neighborhood-level mortgage activity allocated from governed HMDA tract data using Zillow neighborhood geometry. These neighborhood values are nonadditive and do not enter the Best Neighborhoods USA Index.

Activity year2024
Estimated applications107
Estimated originations64
Home-purchase applications47
Origination rate60.1%
Home-purchase share43.8%
Average application loan$220,352
Total application loan amount$23,485,394
National application rankNot rankable
Geometry coverage83.6%
Recent trend: Applications -21.6% YoY; originations -27.7% YoY
Mortgage methodology

HMDA is natively reported at tract and other lender-reporting geographies, not Zillow neighborhood or ZIP geography. This module uses the certified NDS HMDA-to-Zillow tract-vintage crosswalk and area-weighted allocation. Rankings require governed geometry coverage. Applicant demographics are excluded. Neighborhood values may overlap and must not be summed to reconstruct ZIP or national totals.