Face and Character Consistency Test

Models under test

Metrics

Results — not yet published

This study publishes no scores until every preregistered run is complete, both blinded raters have scored every output, and two reviewers have signed off. When that happens the summary tables and the full raw run data will appear here — including failure rates and rater disagreement, not just the winning numbers.

Frozen prompt set: character-consistency-2026-q3-v1

All 20 image-generation-with-reference prompts, frozen 2026-08-13 at version 2026-q3-v1. Every model runs every prompt 3 times. Download as JSON.

1. 01Place the synthetic adult reference subject in a bright ceramic studio wearing a charcoal apron, medium portrait, neutral expression, realistic window light.
2. 02Show the same synthetic adult subject reading at a cafe table in a navy sweater, three-quarter portrait, soft morning light.
3. 03Show the same synthetic adult subject walking on a quiet city sidewalk in a tan coat, full-body editorial photograph, overcast daylight.
4. 04Show the same synthetic adult subject presenting beside a blank whiteboard in a modern office, waist-up, even commercial lighting.
5. 05Show the same synthetic adult subject cooking at a home kitchen counter in a green shirt, candid medium shot, warm evening light.
6. 06Show the same synthetic adult subject seated on a red train seat, looking through the window, natural travel photograph.
7. 07Show the same synthetic adult subject holding an unbranded blue product box in a gray studio, centered commercial portrait.
8. 08Show the same synthetic adult subject outdoors at blue hour wearing a black rain jacket, close portrait, wet street bokeh.
9. 09Show the same synthetic adult subject sketching in a museum gallery, side profile, quiet editorial composition.
10. 10Show the same synthetic adult subject standing on a rooftop at golden hour in an ivory jacket, waist-up portrait, city softly blurred.
11. 11Show the same synthetic adult subject arranging flowers at a market stall, documentary medium shot, natural color.
12. 12Show the same synthetic adult subject sitting on a library floor beside stacked books, relaxed full-body portrait, soft daylight.
13. 13Show the same synthetic adult subject cycling slowly on a coastal path with a matte helmet, wide lifestyle photograph.
14. 14Show the same synthetic adult subject holding a ceramic cup near a sunlit window, close portrait, realistic skin texture.
15. 15Show the same synthetic adult subject inspecting a camera in a minimal studio, three-quarter portrait, controlled softbox light.
16. 16Show the same synthetic adult subject wearing a red scarf in falling snow, centered close portrait, cold natural light.
17. 17Show the same synthetic adult subject watering plants in a glass greenhouse, full-body editorial photograph, diffused light.
18. 18Show the same synthetic adult subject seated at a piano in a dark rehearsal room, side-lit medium portrait.
19. 19Show the same synthetic adult subject carrying a canvas tote through an outdoor market, candid full-body photograph.
20. 20Show the same synthetic adult subject facing camera against a plain warm-gray background, neutral wardrobe, reference-style headshot.