SUPAKEWBER DATA
CFOP stage percentages by skill level
Smart-cube stage timestamps turn a general training rule into an observed benchmark for distinct skill brackets.
Stable public data catalog
Download speedcubing evidence with its methodology attached
CSV files support quick analysis. JSON downloads keep the sample, date range, definitions, methodology, inclusion and exclusion rules beside the data.
SupaKewber first-party data
Machine-readable research datasets
SUPAKEWBER DATA
Typical TPS by solve-time bracket
Move-aware solves show how turning rate and move count vary across real solve-time bands.
SUPAKEWBER DATA
Most commonly failed OLL and PLL cases
Trainer outcomes reveal which cases create persistent recognition or execution mistakes instead of relying on anecdotal difficulty lists.
SUPAKEWBER DATA
Recognition time versus execution time
Separated trainer phases reveal whether identifying a case or turning it is the larger part of the delay.
SUPAKEWBER DATA
Average pauses between CFOP stages
Move timestamps around detected stage boundaries quantify the transitions that a stopwatch total hides.
SUPAKEWBER DATA
Most practised speedcubing algorithms
Aggregate attempt volume shows which cases attract the most deliberate work across the training community.
SUPAKEWBER DATA
Smart-cube connection success by browser and device
Coarse anonymous outcomes reveal where browser-based Bluetooth succeeds and where setup still creates friction.
SUPAKEWBER DATA
Most common Bluetooth smart-cube connection errors
Validated error buckets show whether unavailable APIs, permissions, GATT state or initialization failures dominate.
SUPAKEWBER DATA
Improvement after 100, 500 and 1,000 solves
Milestone cohorts connect sustained practice volume to the change in a player’s own rolling performance.
SUPAKEWBER DATA
Manual versus smart-cube timing
Immutable timer-source labels make it possible to describe two timing populations without mixing them into one average.
SUPAKEWBER DATA
Average daily speedcubing practice volume
User-day totals describe the practice dose people actually record when they open a session.
SUPAKEWBER DATA
Online tournament participation and completion rates
Entry and submission records reveal which event windows turn interest into a completed competitive average.
WCA-derived data
Attributed official competition analysis
WCA OFFICIAL DATA
Average official 3×3 times by country
The analysis groups each competitor’s official 3×3 personal-best average by the country on their primary WCA person record.
WCA OFFICIAL DATA
3×3 speedcubing world-record progression
The series filters event-333 result rows carrying the WCA world-record marker and joins official competition dates and competitor records.
WCA OFFICIAL DATA
Countries with the deepest official 3×3 field
Field depth is described with recent active competitors, official sub-10 and sub-15 PB averages, and global top-100 representation.
WCA OFFICIAL DATA
Age and speedcubing performance
The page documents why this analysis is not computed from the public export: dates of birth are deliberately excluded.
WCA OFFICIAL DATA
Official sub-10 speedcubers over time
A competitor enters the series in the year of their first positive official 3×3 average below 10.00 seconds.