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 group all 307 weapons into 6 distinct archetypes based on their scaling profiles (STR, DEX, INT, FAI, ARC) using K-Means clustering with standardized features.
Our optimizer allocates stat points one-by-one, always choosing the stat with the highest marginal gain while respecting soft-cap diminishing returns at 20/50/80 thresholds.
Once optimized, our similarity engine compares your weapon's scaling vector against others in the same cluster to recommend weapons you can use without respeccing.
Database Info:
Scaling: -
Base Dmg: -
Select Weapon to Optimize
Identified Archetype
Cluster 4 (High ARC Scaling)
Est. Attack Rating
782
*Allocated using marginal utility optimization with breakpoint penalties
Since you are building for Arcane/Bleed, you can also effectively wield: