The public endpoint reported 354 votes and 1,057 comparison records. This export includes 9 styles with at least 20 chosen votes. Comparison records are not a count of people or successfully shared previews.
Source response generated:
| Hairstyle | Votes | Eligible votes | Links offering style | Win rate |
|---|---|---|---|---|
| Messy Fringe | 62 | 92 | 303 | 67% |
| Soft Waves | 27 | 50 | 192 | 54% |
| Curly Top Fade | 38 | 93 | 304 | 41% |
| Curtain Bangs | 39 | 97 | 179 | 40% |
| Textured Crop | 37 | 109 | 298 | 34% |
| Sleek Straight | 33 | 110 | 209 | 30% |
| Classic Side Part | 20 | 76 | 305 | 26% |
| Textured Bob | 27 | 104 | 218 | 26% |
| Slick Back | 20 | 105 | 311 | 19% |
Method and limitations
- Source: the public /api/share/stats/hairstyles endpoint, captured on 27 September 2026. This is a record of its published output; individual ballots have not been independently audited.
- Choice rate = votes for a style / all ballots on links that offered it. Links without a vote count as offered comparisons but add no eligible ballots. Each link offers three styles, so do not sum eligible votes or comparison counts across rows.
- Only styles with at least 20 chosen votes appear. Styles below that publication threshold remain in the overall vote total; the table is not the full distribution.
- The endpoint at capture time did not expose completed-comparison or voted-link totals. Those values are explicitly unavailable in this snapshot, not zero. The comparison-record total includes failed and pending generation records.
- Voters are self-selected, often invited from the same social circle. Image quality, the particular face and the alternative styles can affect choices. Aggregate counts cannot correct for clustering within a link; no confidence interval or population preference is claimed.
- One third is an equal-choice reference, not a significance test. This dataset does not measure clinical accuracy, attractiveness, salon feasibility or preferences of a representative population.
Cite as: GlowUp Face, AI Hairstyle Votes, snapshot of 27 September 2026, using this page’s permanent URL. Aggregate data is available under CC BY 4.0.
