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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

Lexus Es sold prices in California

OAV.io analyzes millions of vehicle listings using RetailVision™ market data to identify vehicles priced below expected market ranges based on year, make, model, trim (when available), and comparable listings.

OAV helps determine if a vehicle is a good deal by comparing its price to similar listings within its supported comparable range. Sell-through is separate Demand-Verified evidence, not part of the price verdict.

Independent market evidence — no dealer pays for inclusion or ranking, no editorial curation, only observed sold-price data from dealer-anonymized retail listing lifecycle feeds.

Sold-price evidence through July 2026 — the latest month with fully confirmed sales. Published monthly: each month appears once its sales complete the confirmation window (about a 3-week lag), so the newest complete month trails the calendar.

Lexus Es — sold-price market in California

Latest snapshot: July 2026

As of the July 2026 snapshot, OAV recorded 451 sold-price observations for Lexus Ess across 259 distinct California dealers, with a median sold price of $22,998, typical range (25th–75th percentile) $13,077–$33,997, median odometer 68,625 mi, average 41 days from listing to sale, median vehicle age 9.7 years at sale. Observed sold prices from dealer-anonymized retail listing lifecycle data, not asking prices.

Median sold
$22,998
Typical range
$13,077–$33,997
Median miles at sale
68,625 mi
Avg days to sale
41
Transactions
451
Dealers
259

Observed sold-price data from dealer-anonymized retail listing lifecycle feeds, aggregated across 259 distinct California dealers to preserve dealer anonymity. Updated monthly, once each month's sales fully confirm (about a 3-week lag); latest confirmed data through 2026-07-31. Not a verdict on any single vehicle.

Sold vs asking: what buyers are actually paying

Lexus Es in California: median asking price is $20,799 (across 631 active listings), but the most recent sold median is $22,998 — $2,199 above asking (10.6%). Buyers are paying above the current advertised median, indicating a supply-constrained market.

Current asking (live)
$20,799
631 listings · 2026-09-23
Recent sold (July 2026)
$22,998
451 sold-price observations · 259 dealers
Above-asking premium
+$2,199 (10.6%)
buyers paying over asking

Asking-price median from live dealer listings deduplicated by VIN. Sold-price median from dealer-anonymized retail listing lifecycle data (updated monthly, 22-day confirmation lag). Compared directly: recent-past sold vs current-state asking. Not a prediction; a dated observation.

6-month sold-price trend in California

Across the past 6 months (Feb 2026 Jul 2026), OAV observed 2,684 Lexus Es sold-price observations in California. Median sold price moved from $21,899 to $22,998 +5.0% trending up over the window.

Lexus Es sold-price trend in California

6 months of monthly medians (Feb 2026Jul 2026). Median moved from $21,899 to $22,998up +5.0% over the window.

Line chart showing the median sold price for Lexus Es in California across 6 months from Feb 2026 through Jul 2026. Overlay bars indicate monthly sold-price observation count. Median moved from $21,899 to $22,998, up +5.0%.$18k$20k$23k$25kFeb2026Mar2026Apr2026May2026Jun2026Jul2026Median sold priceMonthly observations

Monthly sold-price detail

Each row is a monthly aggregate: sold-price observation count, distinct contributing dealers, median sold price, typical range, and average days from listing to sale.

MonthSalesDealersMedian soldP25–P75Median milesAvg DOL
Jul 2026451259$22,998$13,077–$33,99768,625 mi41
Jun 2026396224$21,990$11,987–$33,99580,596 mi38
May 2026461272$19,998$11,995–$30,53682,612 mi44
Apr 2026424249$20,782$12,999–$30,49781,455 mi44
Mar 2026488283$18,998$11,200–$29,74579,703 mi45
Feb 2026464260$21,899$11,999–$35,19968,590 mi47

How OAV computes sold-price aggregates

OAV uses RetailVision™ market data to derive state × make × model sold-price aggregates from dealer-anonymized retail listing lifecycle observations, benchmarked against confirmed retail transaction data. Every published number is a dated observation of a fully-closed reporting month — not a verdict on any single vehicle, and not a prediction.

  • Grain: state × make × model × month. Only fully-closed reporting months are published.
  • Statistical + dealer-anonymization gates enforce a minimum sample size, minimum distinct contributing dealers, and a per-dealer concentration cap so no single dealer dominates a cell.
  • Median, 25th/75th percentiles, average days-on-lot, median mileage, and median vehicle age summarize each cell's distribution — no dealer identity, no VIN-level detail.
  • Current asking-price context is drawn from live dealer listings deduplicated by VIN and compared against the most recent closed sold month.
  • Weekly refresh with a 22-day confirmation lag, so partial-month cells are never published and repeated queries never expose incremental transaction batches.

The gap between current asking median and recent sold median — surfaced as a negotiation-room figure on every cell — is a dated market-level observation, not an offer, not a guarantee, and not a dealer-margin claim.

Powered by OAV's patented vehicle market standardization technology (U.S. Patent No. 12,236,477).