Krillion Engineering Team•5 min read•Updated: 2026-08-26vv1.2.0

Answers & Depth Optimization: How Rarity Scoring Works

A deep look inside Krillion's evaluation engine: how string normalization handles diacritics and case, why specific entities yield Hadal-tier depth, and how to systematically prepare your vocabulary.

Key Tactical Takeaways

  • Normalization automatically strips accents and converts text to lowercase alphanumeric format.
  • Substring matching ensures full names (e.g., "Fyodor Dostoevsky") and common surnames ("Dostoevsky") are both recognized.
  • Curated lists feature over 104 categories with 30-50 verified answers across all rarity bands.

1. The Offline Evaluation Pipeline

Krillion’s client-side evaluator operates in five sequential steps when processing your submission:

1. Junk & Evasion Filter: Flags generic fillers ("idk", "asdf", "none", "skip") and returns an immediate invalid breach.

2. Hadal Deep Cut Check: Scans the category’s verified obscure example database for exact or substring matches (Awards +2,200m base).

3. Abyssal Rare Check: Scans the uncommon example database (Awards +1,400m base).

4. Plankton Common Check: Scans top-of-mind mainstream terms (Awards +220m base).

5. Plausible Alternative Filter: Validates structured terms not explicitly in seed lists with a conservative reef evaluation (+600m base).

2. High-Yield Universal Answer Cheat Sheet

Keep these reliable Hadal-tier anchors ready across recurring categories:

CategoryPlankton (+220m)Abyssal (+1,400m)Hadal (+2,200m)
Chemical ElementsGold, Iron, OxygenTitanium, Argon, TungstenOganesson, Dysprosium, Thulium
Sovereign CapitalsParis, Tokyo, RomeCanberra, Lisbon, OttawaNgerulmud, Naypyidaw, Ouagadougou
Marine AnimalsShark, Dolphin, WhaleAnglerfish, Nautilus, NarwhalXenophyophore, Hadal Snailfish, Barreleye
Dinosaur GeneraT-Rex, VelociraptorAnkylosaurus, ParasaurolophusTherizinosaurus, Deinocheirus, Yutyrannus
Shakespeare PlaysRomeo and Juliet, HamletThe Tempest, Twelfth NightCymbeline, Titus Andronicus, Pericles
World MountainsEverest, K2, FujiAconcagua, Mont Blanc, DenaliChimborazo, Nanga Parbat, Ama Dablam

Execute This Strategy In A Live Dive

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