AutomotiveValue AnalysisMCP Demo

The Wrangler Effect: Why Jeep's Icon Holds Value Like No Other

Analyzing 558K car sales to discover why the Jeep Wrangler retains value 55% better than competing SUVs.

I've got a dataset with over 500K used car sales. Can you show me how Jeep's lineup breaks down?
Let me query the data for Jeep models.
Grand Cherokee leads with 4,686 sales, followed by the Wrangler at 3,711. But here's what's interesting - the Wrangler commands a significantly higher average price ($21,900) despite having fewer sales than the Grand Cherokee ($16,300).
I've always heard Wranglers hold their value really well. Is that actually true compared to other SUVs?
Let me compare the Wrangler against other mid-size SUVs. I'll calculate the resale value per 10,000 miles driven - that normalizes for mileage differences.
The data backs up the reputation completely. The Wrangler retains $4,222 in value per 10K miles - that's 55% better than the Honda Pilot ($2,719) and 63% better than the Ford Explorer ($2,574). The Toyota 4Runner, often praised for reliability, actually shows the worst value retention at $1,342 per 10K miles in this dataset - though that might be because 4Runners tend to accumulate very high mileage before resale.
Does the color of a Wrangler affect its price?
Great question. Let me check the average selling price by color.
There's a massive $6,700 spread between colors. Gray Wranglers fetch the highest prices at $24,851, followed closely by white at $24,283. At the bottom, yellow averages just $18,174. Orange - the classic Jeep color - lands mid-pack at $23,861. Black is the most popular color (999 sales) but commands a lower premium at $22,296.
Where do Wranglers sell the most?
Let me map the sales by state.
Pennsylvania leads with 508 Wrangler sales, followed by Florida (464) and California (389). The distribution is interesting - it's not just warm-weather states. Michigan (301), Ohio (184), and Tennessee (252) all show strong Wrangler demand. Colorado buyers pay the highest average price at $24,621 - makes sense given the off-road culture there.
How does Wrangler pricing compare to the Grand Cherokee over time?
Let me plot both models by model year.
Both models show steady appreciation by model year, but they follow different trajectories. The Wrangler started lower in 2007 (~$14,500 vs Grand Cherokee's $8,500) but has tracked consistently higher through the years. They converge around 2013-2014 when both hit the $25-30K range, and by 2015 model year they're nearly identical at ~$33K. The Grand Cherokee's 2011 redesign clearly boosted its values - you can see the jump from $14K (2010) to $20K (2011).

5 visualizations generated with Dolex