0:447Above TypicalFireship@fireship
Did OpenAI actually build AGI? GPT-6 Astra first look
Published Sep 4, 2026 (1mo ago)·Duration 0:447
Total Views4.3MPublic count
Public Likes46.3KAudience upvotes
Comments2.8KDiscussion threads
Relative Multiplier
2.35×vs typical channel medianPublic Engagement
1.15%Reaction ratioVelocity Pace
75.1Kviews/day averageRipple24
Ripple Score™ Breakdown
Normal(High Confidence)TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.
Pacing Signal+3.1K/hr⚪ Derived lifetime pace
Relative Pull+23.7/40
Multiplier2.35×
Velocity Signal+2.3/30
Daily rate+75.0K/d
Engagement+4.3/15
Reaction rate1.15%
Reach & Age0.65× mult
Age / Reach1361h · 0.98× subs
Score Observations:
- 2.4× channel typical (solid above-average traction)
- Derived pacing: +3,127/hr (0.3× baseline rate, steady brisk pace)
- 1.15% public engagement (healthy industry standard)
- Views reached 98% of subscriber base
- Published >30 days ago (historical evergreen dampener)
* 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
2.35× typicalThis video is outperforming the channel's recent baseline median (1,809,949 views) by 2.35×.
Performance Comparison
This video evaluated against Fireship's typical median baseline (30 recent uploads).
Views Comparison2.35× typical view count
This Video4.3M
Channel Median1.8M
Engagement RateBelow channel typical interaction rate
This Video1.15%
Channel Baseline1.57%
Views Accumulation PaceDerived velocity rate since upload
This Video Pace75.1K/day
Channel Median Pace66.6K/day
Title Structure
Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).
Length53 chars
Word Count9 words
Uppercase %26%
StyleMixed Case
Contains DigitsYes
Question FormatYes (?)
Audience Sentiment & Comment Analysis
Deep comment semantic clustering and creator sentiment analysis will be added in a later phase to conserve public API quota.