0:31Breakout CandidateKawaii Girl Friend #sigma #comedy #funny
Published Oct 17, 2026 (1w ago)·Duration 0:31
Total Views17.9MPublic count
Public Likes92.2KAudience upvotes
Comments71Discussion threads
Relative Multiplier
9.65×vs typical channel medianPublic Engagement
0.51%Reaction ratioVelocity Pace
1.3Mviews/day averageRipple54
Ripple Score™ Breakdown
Interesting(High Confidence)TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.
Pacing Signal+53.5K/hr⚪ Derived lifetime pace
Relative Pull+37.1/40
Multiplier9.65×
Velocity Signal+20.9/30
Daily rate+1.3M/d
Engagement+3.0/15
Reaction rate0.51%
Reach & Age0.82× mult
Age / Reach335h · 0.61× subs
Score Observations:
- 9.7× channel typical (exceptional statistical anomaly)
- Derived pacing: +53,508/hr (4.8× baseline rate, hyper-velocity pacing)
- 0.51% public engagement (low engagement ratio)
- Views reached 61% of subscriber base
- Published 14 days ago (mature velocity decay)
* Ripple Score is TubeRipple's proprietary calculated performance signal based on public video and channel data.
Why is this video working?
Data-driven observations comparing this video's velocity, engagement, and reach against channel baseline parameters.
Strong Relative Performance
9.65× typicalThis video is outperforming the channel's recent baseline median (1,858,345 views) by 9.65×.
High Pacing Velocity
9.3× daily paceCurrent velocity of 1,284,183 views/day is accumulating 9.3× faster than the channel median.
Performance Comparison
This video evaluated against CRAZY GREAPA's typical median baseline (30 recent uploads).
Views Comparison9.65× typical view count
This Video17.9M
Channel Median1.9M
Engagement RateBelow channel typical interaction rate
This Video0.51%
Channel Baseline0.57%
Views Accumulation PaceDerived velocity rate since upload
This Video Pace1.3M/day
Channel Median Pace138.5K/day
Title Structure
Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).
Length40 chars
Word Count6 words
Uppercase %9%
StyleSentence case
Contains DigitsNo
Question FormatNo
Audience Sentiment & Comment Analysis
Deep comment semantic clustering and creator sentiment analysis will be added in a later phase to conserve public API quota.