Methodology · updated 2026-04-21

How we compute LA rent benchmarks

Our rent data is published in two tiers: an authoritative citywide baseline sourced from HUD, and neighborhood estimates that are honest triangulations we publish openly despite imperfect data. This page explains both, so you can decide how much weight to give each number.

1. LA County baseline — HUD Fair Market Rent

The citywide baseline on /market-data comes directly from the HUD Fair Market Rent (FMR) FY 2026 dataset for the LA-Long Beach-Anaheim HUD Metro Fair Market Area (HMFA).

• Source: huduser.gov/portal/datasets/fmr.html
• Methodology: HUD FMR represents the 40th percentile of recent-mover rents (2-year lookback), adjusted for CPI. It's the number HUD uses to set Section 8 voucher amounts.
• Refresh: HUD publishes new FMRs each October (start of federal fiscal year). We update this page within one week of release.
• What it doesn't tell you: FMR is county-wide, not neighborhood-specific. Actual listed rents in Santa Monica or DTLA routinely run 20–60% higher than FMR; rents in South LA or East LA often run below.

2. Neighborhood estimates — triangulated, imperfect, published anyway

Neighborhood-level medians on /neighborhoods and /market-data are operator estimates triangulated from three sources:

1. Listing crawls. Zillow and Craigslist listings for each neighborhood within a quarterly window, stripped of obvious outliers (listings <$800 and >$8,000 for 1BR-2BR unit), trimmed median.
2. Rent-stabilization filings. For LA rent-controlled units, LAHD publishes annual rent registry summaries. Used as a lower-bound sanity check.
3. Tenant-reported rents. ScoutRenter users (opt-in) report what they actually pay. Currently a small sample; will grow as the profile base grows.

Error bars we assume: ±15% for high-volume neighborhoods (Koreatown, DTLA, Hollywood), ±25% for thinner-data neighborhoods (Pasadena, Glendale). Ranges shown on the site are intentionally wider than the point estimate to reflect this.

Refresh cadence: quarterly minimum, faster when listing volume indicates a material shift.

Cross-checks: we regularly compare our midpoints to Apartment List LA monthly reports and Zillow Observed Rent Index (ZORI). If we diverge by more than 15% we investigate before publishing.

3. What these numbers are NOT

• Not a guarantee you can find a unit at this price. Individual listings vary wildly with amenities, building age, unit condition, and timing.
• Not appraisal-grade data. If you need a formal rent comparable (e.g. for a rent-control hearing or legal dispute), LAHD and LA County Assessor are the sources to cite.
• Not hyperlocal. Koreatown medians average the neighborhood as a whole; rents on Wilshire Blvd differ from rents on 6th St.

4. Spot something wrong?

Email [email protected] with a link or screenshot. We'd rather be corrected in public than quietly wrong. Corrections are reviewed weekly.