The Slowest Selling New Cars in Louisiana

These are the new cars and trucks sitting on dealer lots the longest in Louisiana right now. With high inventory and weak demand, these vehicles offer the best opportunities to negotiate discounts below MSRP.

In Louisiana: The 2026 Mercedes-Benz GLA is the slowest-selling car with 504 days of supply - while the 2026 Land Rover Range Rover Velar has the lowest volume with just 5 units sold in 45 days.

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

Ranked by the highest Market Day Supply in Louisiana - vehicles with the most days of inventory sitting on dealer lots.

# Vehicle MDS Sold
1 2026 Mercedes-Benz GLA 504 days 168% 5
2 2026 Jeep Cherokee 308 days 33% 18
3 2026 RAM Promaster Cargo Van 306 days 19% 10
4 2026 Mercedes-Benz Gle Coupe 279 days 101% 5
5 2026 Volvo XC40 278 days 46% 6
6 2026 Dodge Charger 259 days 57% 32
7 2026 Jeep Wrangler 2-Door 254 days 12% 25
8 2026 Audi Q8 247 days 56% 8
9 2026 Jeep Gladiator 240 days 1% 62
10 2026 GMC Sierra Ev 240 days 50% 6

/ show month-over-month change on the MDS column vs. the previous month's snapshot. New means the vehicle wasn't in last month's top rankings.

Key Data Insights

  • The 5 slowest sellers in Louisiana average 335 days on lot — significant negotiating leverage for buyers.
  • Jeep appears 3 times in Louisiana's top 10 slowest 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 Find Deals on Slow Sellers in Louisiana

  • Negotiate aggressively: Vehicles with high MDS have been sitting on lots - dealers are motivated to move them. You can often negotiate well below MSRP.
  • Look for incentives: Manufacturers frequently offer rebates and special financing on slow-selling models. Check our fastest selling cars in Louisiana page to compare demand.
  • Find transparent dealers: Use CarEdge dealer ratings to find dealers in Louisiana that offer fair pricing.
  • Compare prices: Use CarEdge car search to compare prices across dealerships in Louisiana.

Our Data & Methodology

New Car Market Snapshot in Louisiana

39,553

Total New Listings

32,856

On Dealer Lots

6,567

In Transit (17%)

130

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 (17% 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 August 4, 2026.

Related Resources

Data analysis by the CarEdge Research Team. Our data covers 32,856 vehicles on dealer lots in Louisiana.