A U.S. Dependability Award Is Not a Georgian Resale Forecast

The 2026 U.S. Vehicle Dependability Study examines problems reported by original owners of 2023-model-year vehicles after approximately three years of ownership in the United States. Results are expressed as problems per 100 vehicles, or PP100; a lower value means owners reported fewer problems.

According to the published results, Lexus led the premium segment with 151 PP100, Buick led the mass market with 160, and the industry average was 204. Award-winning models included the Lexus IS, UX and GX, and the Toyota Corolla, Camry, Tacoma, Sienna and 4Runner.

PP100 should not be interpreted as a simple count of major mechanical failures — owner-reported problems may include software, infotainment, connectivity, controls and other aspects of the ownership experience. The study provides useful evidence about the experience of American first owners; it does not directly measure repair cost, resale value or listing turnover in Georgia.

The AutoBridge dataset can answer different questions: how frequently the awarded models appear in Georgian listings, what prices sellers ask, how long listings remain visible before removal, and how those descriptive figures compare with other models in broadly similar segments.

The dataset cannot establish:

• the mechanical dependability of an individual vehicle;
• the number or cost of repairs;
• whether the vehicle has complete service history;
• whether it has prior damage;
• whether a removed listing became a completed sale;
• whether a J.D. Power award caused any price or turnover difference.

The two datasets should therefore be treated as complementary, not interchangeable.

For model years 2022–2024, the AutoBridge dataset contains:

• Toyota Camry — 224 listings;
• Toyota Corolla — 65;
• Toyota Sienna — 48;
• Toyota 4Runner — 47;
• Lexus GX — 34;
• Lexus UX — 20;
• Toyota Tacoma — 17;
• Lexus IS — 13.

Three models — the Lexus IS, Lexus UX and Toyota Tacoma — have fewer than 30 total listings and should not receive model-level price or turnover conclusions. The Corolla, Sienna, 4Runner and GX clear the 30-listing threshold overall, but their usable removal samples may be smaller, so the exact number of qualifying removals should be published separately before any turnover metric is shown. Only the Camry provides a clearly large overall sample and a removal sample large enough for the current sedan comparison.

This is still an important finding: several American award winners have little presence in the Georgian classified market. But they should be described as uncommon or represented by insufficient samples, not as completely absent.

The chart shows the Toyota Corolla at 30.5 median days to removal and the Hyundai Elantra at 22.0 days. But the Corolla result is based on only 26 measured removals, below the report's own minimum threshold of 30.

It may be shown as a clearly labelled preliminary observation, but it should not be used to claim that reliability awards fail to translate into Georgian turnover. The comparison is also not fully matched: Corolla and Elantra listings may differ in price, year, engine, condition and seller composition.

The J.D. Power study and the AutoBridge dataset describe different populations. The U.S. study concerns 2023-model-year vehicles, original owners, about three years of ownership, American roads, service networks and product configurations, and owner-reported problems. The AutoBridge analysis concerns Georgian classified advertisements, model years 2022–2024, vehicles with different ownership and import histories, asking prices rather than transaction prices, and removal from the source rather than confirmed sales.

AutoBridge currently does not control for:

• previous accidents or repairs;
• service history;
• auction or retail origin;
• flood or theft history;
• trim and specification;
• quality of restoration;
• availability and cost of parts;
• local workshop expertise.

Because these factors may affect both asking price and buyer interest, the Georgian comparison cannot isolate the effect of model dependability.

The J.D. Power result remains useful as one piece of evidence. It can help a buyer ask:

• What kinds of problems did American owners report?
• Were the problems mechanical, electronic or related to infotainment?
• Does the same model and powertrain exist in Georgia?
• Are parts and qualified service available locally?
• Does the specific vehicle have a documented history?
• Has it been inspected for previous damage and quality of repair?
• How does its asking price compare with locally common alternatives?

An international dependability award should inform due diligence. It should not replace inspection of the individual car.

A stronger Georgian analysis should use matched groups. For each awarded model, compare it with one or more alternatives after controlling for model year, asking-price range, mileage range, body type, engine and powertrain, customs status, seller type, and condition or damage indicators where available.

The report should publish:

• sample size;
• number of removals;
• median and distribution of asking prices;
• median time to removal;
• confidence intervals or bootstrap ranges;
• the exact statistical test, if statistical language is used.

It should also avoid publishing model-level conclusions when the usable sample is below the predetermined threshold.

The 2026 J.D. Power study provides evidence about problems reported by original U.S. owners of three-year-old vehicles. The AutoBridge data provides evidence about the visibility, asking prices and removal patterns of related models in Georgian classified listings.

The current comparison shows:

• several award-winning models have small Georgian samples;
• the Camry and Accord have nearly identical unadjusted median times to removal;
• the Camry carries a higher median asking price;
• raw brand-level removal medians do not mirror the U.S. dependability ranking.

It does not show that dependability has no value in Georgia, that J.D. Power awards do or do not cause a resale premium, that Mazda is the fastest-selling brand, or that Lexus receives no value from its dependability reputation.

The correct message for buyers is simple: an American dependability award is useful context, but the condition, history, local serviceability and price of the specific vehicle remain more important.