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

VIN3TMCZ5AN0PM603452
TrimTRD Off Road
Exterior ColorGray
Drivetrain4WD
Engine3.5L V6
TransmissionAutomatic
Fuel TypeUnleaded
Inventory Typeused
Days on Lot12

2023 Toyota Tacoma

TRD Off Road

Unscored
$40,99525,819 mi

Owings Mills, MD 21117

Is this 2023 Toyota Tacoma TRD Off Road a good deal?

OAV verdict: Unscored

Why: Listed at $40,995, comparable market range $41,500–$42,299, based on 3 comparable listings. Days on lot: 12 days (market average 41 days).

Market price position

$40,995 · $505 below market low

$41,500comparable$42,299
Regional range
$41,500 – $42,299
vs. market low
— $505 (1% below)
Comparable vehicles
3

Market Retail Price (MRP™)

$41,900

This vehicle $40,995 · $905 (2%) below MRP

MRP™ is the midpoint of the comparable market range — the representative price the market is asking for similar vehicles. How MRP works.

True Retail Value (TRV™)

$40,219

This vehicle $40,995 · $776 (2%) above TRV

TRV™ is the average paid price for cars like this in the last 60 days (sold data through 2026-07-17) — an estimate, not an appraisal. How TRV works.

Demand-Verified· Backed by recent sales data
Faster-than-average sell-through

Similar vehicles recently sold in an estimated 1242 days.

What does Demand-Verified mean?

Market Breakdown

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

Local Range$41,500 – $42,299
Regional Range$31,999 – $42,998

Len Stoler Auto Group

Owings Mills, MD

OAV routes your inquiry; pricing, taxes, fees, and availability come from the dealer.

View all vehicles from len stoler auto group

Request availability and out-the-door price

OAV will route your inquiry to Len Stoler Auto Group for current availability of this 2023 Toyota Tacoma TRD Off Road and an out-the-door price quote (taxes, fees, addons included).

OAV routes your inquiry; pricing, taxes, fees, and availability come from the dealer.

About This 2023 Toyota Tacoma

Listing updated: Jul 16, 2026

Listed by a franchise dealer in Owings Mills, MD · On lot for 12 days · VIN verifiable at NHTSA

This used 2023 Toyota Tacoma TRD Off Road is listed at $40,995 by len stoler auto group in Owings Mills, MD 21117. It has 25,819 miles on the odometer. The exterior color is Gray. It features a 4WD drivetrain with a 3.5L V6 engine and Automatic transmission.

OAV's AI-powered Price-to-Market analysis rates this vehicle as Unscored due to insufficient comparable data. Based on 3 similar vehicles in the Owings Mills market, the estimated market range is $41,500 to $42,299. The local market range in MD is $41,500 to $42,299.

This vehicle has been on the lot for 12 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 Owings Mills, MD trucks 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 Tacoma 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:

Listings show OAV's PTM-derived deal quality and live market context. OAV-claimed dealers manage their listing profile and route buyer inquiries directly. Paid OAV partners surface additional verification signals.

How this listing is verified

This vehicle listing was aggregated from a franchise dealer in Owings Mills, MD, one of 57,000+ U.S. dealerships in OAV's nationwide inventory network.The VIN 3TMCZ5AN0PM603452 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 updated continuously; Price-to-Market analysis uses comparable vehicles within the same geographic market.

2023 Toyota Tacoma Market in MD

Comparable Vehicles

1,615

Average Price

$39,488

Price Range

$17,500–$68,132

Avg Days on Lot

41

Based on 1,615 comparable 2021-2025 Toyota Tacoma listings in MD, the average asking price is $39,488. This listing at $40,995 is $1,507 above average (4% above market). Comparable prices in MD range from $17,500 to $68,132. Similar vehicles spend an average of 41 days on dealer lots in this market.

Similar Toyota Tacoma Listings in MD

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