U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV
2023 Toyota Corolla

Vehicle Details

VIN5YFB4MDE0PP055915
TrimLE
Exterior ColorGray
DrivetrainFWD
Engine2.0L I4
TransmissionCVT
Fuel TypeUnleaded
Inventory Typeused
Days on Lot14

2023 Toyota Corolla

LE

Unscored
$19,29955,570 miles

Ellicott City, MD 21043

Is this 2023 Toyota Corolla LE a good deal?

OAV verdict: Unscored

Why: Listed at $19,299, comparable market range $20,688–$21,577, based on 9 comparable listings. Days on lot: 14 days (market average 33 days).

Market price position

20,688
21,577
19,299

$19,299 · $1,389 below market low

$20,688$21,577 comparable
Regional range
$20,688 – $21,577
vs. market low
— $1,389 (7% below)
Comparable vehicles
9
Demand-Verified· Backed by recent sales data

Similar vehicles recently sold in an estimated 1562 days.

Market Breakdown

Local = comparable listings in the same metro. Regional = comparable listings across the broader state or multi-state region. Both ranges refresh daily.

Local Range$20,688 – $21,577
Regional Range$12,495 – $25,600

Dealer Info

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Ellicott City, MD

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About This 2023 Toyota Corolla

Listing updated: May 17, 2026

Listed by an independent dealer in Ellicott City, MD · On lot for 14 days · VIN verifiable at NHTSA

This used 2023 Toyota Corolla LE is listed at $19,299 by an independent dealer in Ellicott City, MD 21043. It has 55,570 miles on the odometer. The exterior color is Gray. It features a FWD drivetrain with a 2.0L I4 engine and CVT transmission.

OAV's AI-powered Price-to-Market analysis rates this vehicle as Unscored due to insufficient comparable data. Based on 9 similar vehicles in the Ellicott City market, the estimated market range is $20,688 to $21,577. The local market range in MD is $20,688 to $21,577.

This vehicle has been on the lot for 14 days.

Analysis powered by OAV's patented inventory standardization technology (U.S. Patent No. 12,236,477).

Market context

This listing is part of OAV's broader Ellicott City, MD sedans market analysis. OAV compares vehicles using local and regional price-to-market ranges, days-on-lot, comparable count, and demand signals where available.

How this deal is rated

OAV compares this 2023 Toyota Corolla against similar vehicles currently available in the local and regional market — same make, model, and year range, filtered for comparable mileage. Based on where this listing falls in that comparable set, it is rated:

This rating refreshes daily as inventory enters and leaves the market. The dealer on this listing has not yet activated on OAV, so the business name and contact details are anonymized here. Activated (paying) dealers appear with their verified business name and a Verified badge.

How this listing is verified

This vehicle listing was aggregated from an independent dealer in Ellicott City, MD, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN 5YFB4MDE0PP055915 can be independently verified via the U.S. Department of Transportation's NHTSA VIN decoder, and safety recalls at NHTSA's recall database.

Vehicle attributes (year, make, model, trim, mileage, location) are standardized using OAV's patented methodology (U.S. Patent No. 12,236,477), which normalizes naming conventions and deduplicates cross-listed inventory across the dealership network. Listing data is refreshed daily; Price-to-Market analysis uses comparable vehicles within the same geographic market.

2023 Toyota Corolla Market in MD

Comparable Vehicles

1,364

Average Price

$21,723

Price Range

$9,995–$32,252

Avg Days on Lot

33

Based on 1,364 comparable 2021-2025 Toyota Corolla listings in MD, the average asking price is $21,723. This listing at $19,299 is $2,424 below average (11% below market). Comparable prices in MD range from $9,995 to $32,252. Similar vehicles spend an average of 33 days on dealer lots in this market.

Similar Toyota Corolla Listings in MD

8 comparable vehicles within ±2 model years and ±30,000 miles (subject trim: LE — compare trims below)