Data methodology
GixCore turns inconsistent hardware records into a catalog that can be searched, compared, and checked for compatibility. This page explains the principles behind that process and its limits.
1. Identify the product
A record is anchored to identifiers such as manufacturer, model, retailer identifier, and UPC when available. Variant-specific identifiers matter because products with similar names can differ in capacity, memory generation, cooling, included accessories, or regional configuration.
2. Normalize the specifications
Source data arrives with inconsistent field names, units, capitalization, and formatting. GixCore normalizes comparable values—such as GHz and MHz, GB and TB, watts, sockets, memory types, and interfaces—while retaining the human-readable value shown on the product page.
A missing or ambiguous value should remain unknown instead of being silently invented. Formula-based catalog signals are withheld when the inputs are too thin to support them.
3. Separate facts from editorial context
Specifications describe the part. Editorial summaries explain what those specifications mean, where a product sits in its generation, and which workloads it is suited to. When a product page carries an official reference or inline source link, readers can open that evidence directly.
4. Build compatibility relationships
Compatibility is evaluated by component category. Typical checks include CPU socket and motherboard support, RAM generation and speed, storage interface, case and motherboard form factor, PCIe support, and power-supply headroom. A warning means a condition needs review; it is not automatically the same as a hard conflict.
5. Review conflicts and corrections
When sources disagree, GixCore aims to prefer the product maker's model-specific documentation over a retailer summary. Retailer pages remain important for the exact listing, current availability, price, and seller context. See the source policy and update policy for more detail.