The Fastest Selling New Cars in Louisiana

These are the new cars and trucks flying off dealer lots the fastest in Louisiana right now. With low inventory and strong demand, these vehicles are harder to negotiate and more likely to sell at or above MSRP.

In Louisiana: The 2026 Toyota Highlander is the fastest-selling car with just 8 days of supply - while the 2026 GMC Sierra 1500 leads in total volume with 725 units sold in 45 days.

Fastest Selling New Cars in Louisiana (by Market Day Supply)

Ranked by the lowest Market Day Supply in Louisiana - the number of days it would take to sell all current inventory at the current daily sales rate.

# Vehicle MDS Sold
1 2026 Toyota Highlander 8 days 141
2 2026 Toyota Corolla 9 days 297
3 2026 Toyota Corolla Cross 10 days 221
4 2026 Toyota Grand Highlander 12 days 368
5 2026 Toyota Sequoia 12 days 105
6 2026 Toyota Sienna 13 days 125
7 2026 Toyota RAV4 15 days 281
8 2026 Toyota Camry 16 days 687
9 2026 Honda Pilot 18 days 223
10 2026 Honda HR-V 21 days 218

Key Data Insights

  • The top 5 fastest sellers in Louisiana average just 10 days on lot — extremely tight supply.
  • Toyota leads with 8 models in Louisiana's top 10 fastest sellers.

What Is Market Day Supply?

Market Day Supply (MDS) measures how many days it would take to sell all current inventory of a vehicle at the current rate of sales. A low MDS (under 30 days) means the vehicle is selling faster than dealers can stock it. A high MDS (over 100 days) means there's more inventory than demand, which is where buyers have leverage to negotiate discounts.

How to Use This Data When Shopping in Louisiana

Our Data & Methodology

New Car Market Snapshot in Louisiana

40,769

Total New Listings

32,548

On Dealer Lots

8,087

In Transit (20%)

195

Unavailable / Excluded

How We Calculate Market Day Supply

Market Day Supply (MDS) measures how long it would take to sell all available inventory at the current sales pace. We calculate it as:

MDS = On-Lot Inventory ÷ Average Daily Sales Rate (over 45 days)

Importantly, we use on-lot inventory only - vehicles physically at dealerships and available for immediate purchase. We exclude:

  • In-transit vehicles (20% of market) - cars that have been built and shipped but haven't arrived at the dealer yet. These aren't available to test drive or buy today.
  • Excluded listings - vehicles flagged as unavailable, sold, or otherwise not actively for sale.

We also exclude vehicles with fewer than 100 on-lot listings nationwide. This filters out ultra-low-volume models (limited editions, commercial variants, etc.) where small inventory swings would produce misleading MDS numbers.

This means our "For Sale" numbers reflect what you'd actually find on a dealer lot or available to purchase on CarEdge car search - not inflated totals from industry databases that count every car on a truck.

Why This Matters

For newly launched or redesigned models, the difference can be dramatic. A car might have 20,000 units in the industry pipeline, but only 8,000 on dealer lots. Using the larger number would make the car look like it's sitting unsold when in reality dealers can barely keep up. Our on-lot methodology gives you the most accurate picture of what's actually happening at dealerships.

Data Sources

Inventory and sales data is aggregated from dealership listings across the United States, covering new vehicles at the year/make/model level. Sales volume reflects the past 45 days. Data was last updated on May 3, 2026.

Related Resources

Data analysis by the CarEdge Research Team. Our data covers 32,548 vehicles on dealer lots in Louisiana.