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Outlier score
This score was measured on Fri, 06 Nov 2026 20:11:31 GMT. Current view counts may differ.
5.6K views ÷ a 1.8K baseline = 3.1×. Compared with 16 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 00:24:06 GMT. Counters may have changed.
Read the methodologyArtificial Intelligence & Data
Channel-balanced percentile: 57
Comparison details
22 videos from 14 other channels, with each channel weighted equally. Same format and language, with 10,000–99,999 subscribers. Observed at 182 hours after publication, within ±36 hours.
The comparison uses this broader topic because the specific niche has too few examples. This describes the collected sample, not all of YouTube. Updated Sat, 07 Nov 2026 01:42:08 GMT.
Niches & tags
Generative models, prompting, agents and AI tool capabilities.
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools