ChoiceWise Score

Mobile Phone Scores Calculation

Our mobile phone scores are based on weighted technical data, not on marketing claims or simple spec counting. We use fixed scoring anchors so phones are not ranked only against the models currently in our database. This helps keep scores more stable and fair over time, even when older or newly released phones are added later.

For chipset performance, we also benchmark mobile SoCs using trusted external sources such as Geekbench Mobile Benchmarks and Notebookcheck Smartphone Processor Benchmarks.

What makes the system different

We do not simply reward the newest or most expensive phone. Instead, each score is calculated from a formula that weighs the most important real-world hardware factors for that category. For example, a chipset matters more to Performance than storage capacity, and screen brightness matters more to Display than screen size alone.

We also avoid live relative ranking, where the best phone in the current database automatically gets the maximum score. That approach causes older scores to shift too much over time. Our method uses fixed performance ranges and technical benchmarks, so results remain more consistent as the database grows.

How missing data is handled

We try to score phones using their actual listed specifications whenever possible. If some fields are missing, the system may use conservative fallback logic so a phone can still be scored without gaining an unfair advantage.

For example, if a storage type or memory type is missing, the system may use a neutral assumption rather than a premium one. If benchmark mapping for a chipset is unavailable, the score is kept more conservative until that SoC is properly added to the benchmark table.

Score stability

Scores are recalculated when new phones are added to the database or when newer hardware enters the market. However, the system is designed to avoid sharp jumps or sudden drops where possible.

This is because the methodology uses normalized technical ranges, fixed benchmark anchors, and weighted formulas rather than ranking each phone only against the current database. As a result, scores can evolve over time, but they should usually move in a controlled and proportional way rather than changing drastically without a real technical reason.

Smartwatch Scores Calculation

This section can be added later.

Smart TV Scores Calculation

This section can be added later.