Scoring Methodology
Transparent, rigorous, and built on 30+ years of automotive engineering expertise. Here’s exactly how we score vehicles.
Editorial opinion disclosure
All scores represent BIG Intelligence editorial opinion based on the disclosed methodology and publicly verifiable data. They are not investment, purchase, or financial advice. Status labels (e.g., Brand Leader, At Risk) are reserved for the BIG Intelligence comparison tool’s segment-level analysis.
Brand DNA framework
Each vehicle is scored across 10 dimensions. Names match the immutable BIG Intelligence Nexus attribute list and must appear exactly as written below.
Quality & Reliability
Build quality, durability, defect rates, recall history.
Performance & Driving Dynamics
Acceleration, handling, braking, driving engagement.
Affordability & Value
Purchase price, TCO, resale, insurance, fuel cost.
Safety
Occupant protection, crash ratings, ADAS, ISO 26262.
Security
Cybersecurity, anti-theft, digital key, data privacy.
Technology & Innovation
Infotainment, OTA, connectivity, autonomy, HMI.
Comfort & Convenience
Ride quality, NVH, ergonomics, daily usability.
Design & Emotional Appeal
Styling, brand identity, emotional resonance.
Productivity
Onboard power, mobile office, towing, fleet utility.
Sustainability & Efficiency
Fuel economy, EV range, emissions, environmental posture.