Verdict / V1.4
Lab Data & Measurements
How BenchVerdict turns specs, measurements, game values, and reviews into its own lab data foundation.
Last updated: 2026-05-07
BenchVerdict Lab Data
BenchVerdict uses its own public lab data foundation. Products, specs, benchmarks, game metrics, data standards, and review foundations live as versioned BenchVerdict data.
| Dataset | Typical Use | Public Role |
|---|---|---|
| Device Specs | Model, year, configuration, chip, RAM, storage, display, weight, ports | Product profile and comparison |
| Benchmark Facts | Single measurements, game FPS, synthetic scores, battery, power, display | Metric tables and ranking scores |
| Benchmark Summary | Gaming Index, Productivity Index, data standard, short assessment | Review structure and top bench number |
Rules
- Only numeric values, specs, and clearly identifiable measurements are published.
- Every public measurement must carry BenchVerdict.
- Internal legacy tooling is not surfaced publicly.
- Units are not mixed blindly; score linking uses the dominant unit for each metric.
- Outliers outside public bounds are automatically suppressed from the UI.
- Reviews follow a repeatable pattern: presence, decisive number, standout signal, caveat, and verdict.
Reproducibility
Data maintenance is versioned. A dry run prints planned products, measurements, metric definitions, and reviews without writing to the database. Apply mode writes the BenchVerdict data.