Flagship Shorts vs Reels study
Cross-niche sample
Try Flagship Shorts vs Reels study →These are top-performing faceless Shorts, not typical ones. The sample was pulled ranked by view count (n=17), so the median of 1,966,332 views describes what a breakout looks like in this niche, not what an average upload earns. Treat it as a ceiling reference.
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Cross-niche sample
Try Flagship Shorts vs Reels study →Diagnose your channel
Try Channel X-Ray →Public YouTube Data API Shorts sample for niche faceless, refreshed 2026-07-14. N = 17. Order bias: viewCount search. See the flagship study for cross-niche context.
Cite this: Faceless Shorts, median of a VIEW-COUNT-RANKED sample (top-tail, not typical uploads) - 1,966,332 views, n=17. Grow Creator public sample, 2026-07-14. Small n: directional only.
This sample is ordered by view count, so it captures the top-performing tail of faceless Shorts — not a typical upload. Read the median as a ceiling reference, not the number an average channel hits, and remember n = 17 makes it directional, not a census (see the methodology note above).
The spread between p25 (1,069,380) and p75 (3,120,739) is the more useful signal than the median alone: a roughly 2.9× band means faceless reach is relatively consistent — reach clusters tightly, so disciplined hooks and packaging compound faster here than in spikier niches. Median duration holds near 32s and median like rate (where public) near 1.82% — a rough engagement floor for videos that already broke out, not a target for a channel still finding its footing.
Use these three numbers to sanity-check a single upload against the niche, then look at the channel itself: a benchmark shows you where the bar sits, never *why* your own videos land below it.
If your median is below this niche’s p25 band, start with hook and packaging before tools. For a channel-level bottleneck name — not a sample comparison — use Channel X-Ray.
Weekly via acquisition-ops research runner, as long as API quota allows.
Free creator diagnostic
Paste your channel handle and get a free read of the bottleneck holding back your Shorts, uploads, or channel positioning. No signup and no card for the first read.