SupaKewber first-party research

Manual versus smart-cube timing

Immutable timer-source labels make it possible to describe two timing populations without mixing them into one average.

SUPAKEWBER PRACTICE DATA

Research question

How do manual and smart-cube practice times compare?

The live dataset will publish a quantified answer automatically after it reaches at least 20 distinct users and 100 eligible observations.

Published results

Aggregate benchmark table

Every displayed cell has passed the public sample threshold. Empty tables are a deliberate “not enough evidence yet,” never a fabricated estimate.

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Definition

What this measures

Immutable timer-source labels make it possible to describe two timing populations without mixing them into one average.

Methodology

How it is calculated

Valid results are grouped by manual keyboard/touch timing or automatic smart-cube move timing.

Inclusion rules

What enters the sample

  • Eligible SupaKewber observations with valid measurement fields.
  • Only aggregate cells above the stated privacy and stability threshold.

Exclusion rules

What is removed

  • Deleted, invalid or structurally inconsistent records.
  • Small cells that could be misleading or identify a narrow group.

Interpretation limit

What this dataset cannot prove

The two groups can contain different users and practice habits. A population difference is not a causal measurement of timer bias.

SupaKewber data describes people who use this platform; it is not automatically representative of every speedcuber. Definitions and thresholds stay attached to every JSON download so the number cannot be separated from its method.

Source separation

This is practice data, not an official competition result.

SupaKewber records browser practice and platform interactions. Official WCA results appear only on separately labeled WCA analysis pages with the required WCA attribution and export date.

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