It surprises a lot of buyers when two cars that look identical earn different scores. The badge on the trunk tells only part of the story.
What creates the gap
- Engine and transmission choices with different reliability records
- Model-year changes that fixed or introduced problems
- Trim levels with different safety equipment
- Recall history tied to specific build dates
A real-world illustration
Two versions of the same compact SUV might sit side by side: one a naturally aspirated base model with a spotless record, the other a turbocharged trim from a year with a known transmission issue. Same nameplate, very different scores. Likewise, a trim that adds automatic emergency braking can score higher on safety than the base trim without it.
This is exactly why scoring the specific vehicle beats trusting a model’s general reputation. Always score the exact year, make, model, and trim you are considering.
Vehicles named here are well-known examples cited for illustration and reflect these models’ general reputations across sources like EPA fuel-economy data and NHTSA and IIHS safety testing. Ratings vary by model year, trim, and engine, so always run the exact vehicle through the VIP Score before you buy.