Data Sources & Methodology
This page explains how the Graal Ol'west Hub gathers information, validates community reports, and powers calculators with consistent logic.
How data is collected
Multiple community and manual validation sources are used.
- Manual in-game checks and direct testing
- Player screenshots and stat confirmations
- Community reports from Discord and feedback
- Patch-based manual updates when game values change
How calculators work
Shared logic principles used across tools.
Calculators use tier chains, previous item requirements, local inventory subtraction, and multi-target priority systems to estimate realistic material routes.
Inventory mode uses saved quantities first, then calculates only the remaining missing materials and craft steps.
Accuracy and limitations
Some values may change depending on game updates.
Some values are community-maintained estimates and may change after patches, balancing, or hidden server-side updates.
Players should always verify critical values in-game before spending rare materials or class coins.
Update workflow
How new data reaches the live tools.
- Community feedback is reviewed
- Values are compared with in-game screenshots
- Tools are updated manually
- Major changes are reflected in related pages