How Dryve Works
Dryve is a pure mathematical ranking engine for the Egyptian passenger car market. We do not write editorial reviews, accept advertiser sponsorships, or publish opinion pieces. Every score represents a computed market percentile.
The Data Pipeline
From raw specifications to normalized ranking metrics.
Aggregation
We compile verified specifications directly from official Egyptian distributor brochures and regulatory registration sheets.
Normalization
Raw statistics (such as torque, dimensions, and fuel efficiency) are scaled and normalized on a zero-to-one index.
Pillars
Normalized inputs are weighted and combined into six core pillars evaluating specific ownership dimensions.
Percentile
Final models are ranked relative to their direct segment rivals. A score represents their market percentile ranking.
The Six Core Pillars
We analyze every vehicle across six dimensions, evaluating scores using verified weights.
Performance
Evaluates engine capacity, forced induction (Turbo/Supercharged), horsepower, peak torque, and transmission design for drivetrain responsiveness.
Safety
Measures occupant safety through active safety features, passive safety (airbag counts), advanced ADAS packages, and global crash test ratings.
Tech & Comfort
Scores infotainment screen sizes, digital instrument clusters, cabin comfort utilities, climate systems, and premium audio integrations.
Running Costs
Combines official fuel consumption figures, estimated maintenance schedules, insurance premiums, and localized registration tariffs.
Cabin Size
Measures vehicle wheelbase length, cabin layout efficiency, luggage trunk capacity, headroom clearances, and segment passenger comfort.
Value for Money
A dynamic rating comparing the overall statistical scores of the vehicle relative to its market pricing compared to direct competitors.
Understanding Percentile Ranks
Rather than using arbitrary star ratings, every score index is a representation of percentile standing.
Therefore, a score of 92 indicates the vehicle outclasses 92% of the comparative segment in the Egyptian market. A score of 50 represents exact market average.