Generative models, prompting, agents and AI tool capabilities.
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Outlier score
This score was measured on Sat, 07 Nov 2026 07:50:19 GMT. Current view counts may differ.
154.5K views ÷ a 35.9K baseline = 4.3×. Compared with 40 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.
YouTube snapshot: Sat, 07 Nov 2026 21:12:51 GMT. Counters may have changed.
Read the methodologyGenerative AI & Agents
Channel-balanced percentile: 92
Comparison details
47 videos from 32 other channels, with each channel weighted equally. Same format and language, with 100,000–999,999 subscribers. Observed at 166 hours after publication, within ±33 hours.
This describes the collected sample, not all of YouTube. Updated Sat, 07 Nov 2026 22:16:21 GMT.
Niches & tags
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools