Methodology applied to each volunteer row as it lands. Same five reference photos per subject. Same target style — Studio editorial — across all four tools (Portrais, HeadshotPro, BetterPic, Aragon). All four runs sit within the same calendar week per subject. Best output per tool selected and disclosed; competitors cherry-pick too. No retouching, no aspect-ratio crop. Outputs published as-is.
- References per subject. 5 reference photos —
straight-on, three-quarter, indoor, daylight, eyes-open.
- Target style. Studio editorial across
every tool. We selected the closest equivalent on tools that
don't use the same naming.
- Cherry-picking. Disclosed. The single best
output from each tool's delivered pack was selected for display
— competitors got the same opportunity.
- Pricing tier. Most expensive single-pack option per provider.
- Retention. 24-month retention window for
reference photos and outputs. Volunteers can revoke consent at
any time; we remove within 7 days of request.
- Collection window. 2026-05-12 → 2026-05-18 — all four tools run within the
same calendar week so a model update doesn't unfairly help any
one product.
- Consent. Permission grants on file for every
subject. Available on request to journalists at hello@portrais.com.