We analyzed 307 weapons using Machine Learning to mathematically determine the perfect stat allocation for your build.
Our pipeline processes game data through three distinct analytical stages to maximize your Attack Rating.
We use K-Means Clustering to categorize all 307 weapons into 6 distinct archetypes (e.g., Quality, Arcane-Bleed). This identifies the scaling "DNA" of your weapon.
Using SciPy's Multi-Objective Optimization, we allocate stats while respecting the game's "soft cap" diminishing returns (20/50/80). This mathematically guarantees the highest possible AR for your level.
Once your build is optimized, our Recommender System scans your stat spread against other clusters to suggest similar weapons you can effectively wield without needing to respec.
Database Info:
Scaling: -
Base Dmg: -
Select Weapon to Optimize
Identified Archetype
Cluster 4 (High ARC Scaling)
Est. Attack Rating
782
*Allocated using soft-cap logic (20/50/80 breakpoints)
Since you are building for Arcane/Bleed, you can also effectively wield: