Wordspire Beam Search Solver FAITH #6 Trie AI Engine

Demystifying r/wordspire's +1504 scoring enigma: how machine learning prefix heuristics find exponential plays.

Board Rack (19)
Scoring Math: Why greedy search fails: Score = (Base_Letter_Sum) × (Length^1.45) + Rarity_Bonus
Short human moves (e.g., BANJO: len 5 = 35 pts) stall in local maxima, while 7-letter beam paths (REVIVER = 1504 pts) explode exponentially.

Prefix Beam Progression & Pruned Trie Branches

Optimal Solution
Active Beams (k)
Pruned Branches
Visualizes prefixes surviving top-k score threshold at each letter step. Rendered 7 generation depths in 4.2ms.

r/wordspire Community Benchmarks (FAITH #6) Ranked by final single-turn value

Rank Player / Mode Discovered Play Length Heuristic Value Actual Score Search Depth Algorithm Classification
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