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Counts and tags. Prompts stay private.

pool 1,661 · hard 421

1,661 questions we hold — every difficulty

421 hard questions models are actually tested on · 36 extra-hard ceiling

The two counts describe different parts of the question bank. The pool includes easy, difficult, and hard questions so coverage can be inspected, but those lower-difficulty questions are not used in the sampled test. Each attempt draws from the hard set: twenty questions per subject when the cell allows it, plus ceiling. 1,661 distinct skills. Live prompts and answers stay private. The examples below show the structure of hard questions without exposing the live test. Words we use

Style samples cycle at random. Each card illustrates the structure of a hard question: a setup followed by the task. These examples are not used in the live test. Where the displayed information is sufficient to determine the result, the answer and a short explanation are shown as well.

Logic

Data analysis

Research

Perception

Coding

01

Subject × difficulty

Four fields meet the hundred-question calibration cells. Coding meets twelve per calibration cell and has a hard set large enough for a twenty-question draw. Easy, difficult, and hard stay in the pool and are not asked. Skill families group unique constructs for coverage.

EasyDifficultHardGod-modehardnLogic100100100117417Data analysis10010010122323Research100100100100400Perception10010010186387Coding12121496134

02

Subject × skill cluster

Clusters are public tags for what the question tests. Cells are counts. Empty is zero. Titles, prompts, and answers stay off this page.

LogicData analysisResearchPerceptionCodingncoding110110conditionals104104reading100100methods9090puzzles9090summaries7676validity621476language logic7575inference7373credibility6262scale6262topic maps6262public debate5252design391251dynamics4848systems4848categorical4545actors3838confounding3838discourse3838frames3838paradox3838wrangling3838hypothesis testing2424rates2424synthesis2424generalization2323measurement2323philosophy of science2323defaults1919classical1414causal1010consequence77heaps33strings33graphs112parsing22base rate11bounds11common knowledge11delay11error control11linearizability11monotonic stack11search space11