Five AI Image Models, One Input: 27-Output Controlled Portrait Test
Five shared portrait prompts across Seedream 4.5, GPT Image 2 Medium, Grok, Seedream V5 Lite, and V5 Pro—plus one deduplicated Lite-versus-Pro extension row.

This dataset holds one adult character input fixed while changing only the image model within each row. The five-model suite covers five portrait prompts and 25 outputs. A separate Lite-versus-Pro kitchen run adds two more outputs. Four other Lite-versus-Pro views reuse rows from the five-model suite, so they are linked but not counted or displayed twice.
| Suite | Rows | Models | Unique outputs |
|---|---|---|---|
| Five-model controlled suite | 5 | Seedream 4.5, GPT Image 2 Medium, Grok, V5 Lite, V5 Pro | 25 |
| Lite/Pro extension | 1 new row | Seedream V5 Lite, Seedream V5 Pro | 2 |
| Focused Seedream views | 4 reused rows | Three-model and two-model subsets | 0 additional |
Every unique controlled output
Open any image at full size. The exact prompt and retained hashes are available beneath each grid.
Blue-hour rooftop fashion portrait
The input bytes, prompt, aspect ratio, profile, and run conditions are fixed within this row. Compare identity, anatomy, scene retention, and prompt adherence at full size.
Images: Remix.Camera ↗Exact prompt and retained controls
Photorealistic fashion portrait of the adult woman in the uploaded reference image (DO NOT TOUCH FACE). She is seated on the floor in a composed fashion-editorial pose, legs folded comfortably to one side, one palm resting on the floor for balance, and the other arm relaxed beside her. She angles slightly toward the camera and looks upward with a calm gaze. She wears a structured long-sleeve black dress, opaque tights, and a faux-fur stole draped over her shoulders, rhinestone eye accents, natural makeup, and a sleek high ponytail with loose face-framing strands. The setting is a private rooftop terrace or balcony at blue hour, with glass railing, city lights, and a darkening skyline behind her. Direct paparazzi flash illuminates her face and outfit against the blue ambient background. Wind lifts a few hair strands or fabric edges. She wears a black structured long-sleeve dress, opaque tights, a dark faux-fur stole, layered necklaces, and a small metallic clutch. Shot with an editorial portrait lens, tight composition, shallow depth of field, and clean subject separation. Photorealistic, high-resolution fashion photography with natural skin texture, realistic pores, accurate hands, crisp fabric detail, clear eyes, subtle makeup texture, and no beauty-filter plastic smoothing. No text, watermark, logos, cartoon, anime, CGI, extra fingers, warped hands, broken wrists, distorted face, mannequin stiffness, or excessive empty space.
- Prompt SHA-256: ea738aa277a6c9dcb06666e29881680f7c59a5ce1c5871ac463695bd321b03f9
- Input SHA-256: 50dc3365a85de11a7cb092135fdf654f8b999966b95c46622868bcc98261c952
- Run ID: blog-social-mila-20260716-v2-slot-02
- Aspect ratio: portrait_4_3
Close-up black sweater portrait
The input bytes, prompt, aspect ratio, profile, and run conditions are fixed within this row. Compare identity, anatomy, scene retention, and prompt adherence at full size.
Images: Remix.Camera ↗Exact prompt and retained controls
ultra close-up fashion portrait of the woman in the uploaded reference image (DO NOT TOUCH FACE) with dramatic mysterious expression. Framing: tight beauty portrait cropped from collarbone up, face filling most of the frame. Pose: the woman lifts both hands toward her face, slightly gripping the long sleeves of her oversized black knit sweater so that only the tips of her fingers are visible. Her hands frame her cheeks without covering her features. Hair: loose natural hair falling forward across her face, sweeping across one side of her face for a natural editorial look. Outfit: oversized textured black sweater with long sleeves extending over the hands. Accessories: minimal matte black rings on the fingers. Expression: a composed expression and an intense gaze visible through strands of hair. Background: clean light studio backdrop with subtle gradient. Lighting: soft studio beauty lighting slightly from the side creating delicate shadows across the face and highlighting skin texture. Style: high-fashion beauty editorial photography
- Prompt SHA-256: 6bac97dc0e6cac88d270547fdd41e7247ef48a681f46996422c95883bd6fed5b
- Input SHA-256: 50dc3365a85de11a7cb092135fdf654f8b999966b95c46622868bcc98261c952
- Run ID: blog-social-mila-20260716-v2-slot-04
- Aspect ratio: portrait_4_3
2012-style armchair selfie
The input bytes, prompt, aspect ratio, profile, and run conditions are fixed within this row. Compare identity, anatomy, scene retention, and prompt adherence at full size.
Images: Remix.Camera ↗Exact prompt and retained controls
Realistic selfie taken on an old iPhone 5 in motion, portrait format, slight motion blur, slight graininess, soft sharpness like a 2012–2013 photo. the woman in the uploaded reference image (DO NOT TOUCH FACE) sitting in a large round fluffy beige armchair in the corner of a bright room, relaxed confident pose, sitting comfortably with both feet down, right hand resting on the edge of the chair, looking straight into the camera. Long straight hair, with soft large waves, straight parting, hair falling freely over the shoulders and back, several strands falling on the face. Natural expressive makeup with soft eye definition and glossy pink lipstick. Light pink fitted ribbed sleeveless top, matching tailored trousers, and white ankle socks. Thin gold chain with a pendant. Clean smooth skin with a light glow
- Prompt SHA-256: e4fce48861fccb6e492320ab2c5b16229fb6b96d203245229f918f9e7f0bc8cb
- Input SHA-256: 50dc3365a85de11a7cb092135fdf654f8b999966b95c46622868bcc98261c952
- Run ID: blog-social-mila-20260716-v3-slot-03
- Aspect ratio: portrait_4_3
Luxury hotel terrace at night
The input bytes, prompt, aspect ratio, profile, and run conditions are fixed within this row. Compare identity, anatomy, scene retention, and prompt adherence at full size.
Images: Remix.Camera ↗Exact prompt and retained controls
A scene featuring the woman in the uploaded reference image (DO NOT TOUCH FACE). Cinematic night shot, waist up. A girl stands by the glass fence of a five-star hotel terrace in Yantarny overlooking the night sea. Appearance as per reference, flawless makeup. She wears a tight-fitting black dress made of thick matte velvet with long sleeves and a high collar. On her hands are massive gold bracelets over the sleeves. Her hair is a perfectly straight canvas, mirroring the light of street lamps. Lighting: a mix of cold moonlight and warm architectural lighting of the hotel. Skin: hyperrealism, pores and microrelief are visible. Mood: luxury, mystery, evening chic. portrait format.
- Prompt SHA-256: e4077b5398989ac796d9cae79dd132778c4b003e3d00bc80dce7aea2f8f959c9
- Input SHA-256: 50dc3365a85de11a7cb092135fdf654f8b999966b95c46622868bcc98261c952
- Run ID: blog-social-mila-20260716-v2-slot-33
- Aspect ratio: portrait_4_3
Cowboy hat portrait in a rural field
The input bytes, prompt, aspect ratio, profile, and run conditions are fixed within this row. Compare identity, anatomy, scene retention, and prompt adherence at full size.
Images: Remix.Camera ↗Exact prompt and retained controls
Highly detailed fashion portrait of the woman in the uploaded reference image (DO NOT TOUCH FACE) standing outdoors in a rural field. She wears a dark brown wide-brimmed cowboy hat with a small logo patch, a long-sleeve striped polo shirt in brown and white with white collar and placket, and white ruffled layered shorts. Pose: standing with hands on hips, body slightly angled, looking directly at the camera with a confident expression and slightly parted lips. Natural daylight with soft shadows, background shows wooden fence, dry grass and bare trees. Rich textures on the hat fabric, striped shirt and ruffled shorts, photorealistic skin details, exact same pose, outfit, angle and lighting as the reference image
- Prompt SHA-256: 833f38f22d5a98329db782e04133b44dd861cbbeb0690d8b0e82df34e1684473
- Input SHA-256: 50dc3365a85de11a7cb092135fdf654f8b999966b95c46622868bcc98261c952
- Run ID: blog-social-mila-20260716-v2-slot-34
- Aspect ratio: portrait_4_3
Cafe apron portrait
This kitchen portrait is the only Lite-versus-Pro extension row that adds new outputs; four other focused-view rows reuse images already shown above.
Images: Remix.Camera ↗Exact prompt and retained controls
A medium shot captures the person in the uploaded reference image (DO NOT TOUCH FACE) in a white, lace-trimmed linen blouse and a matching apron. She is standing behind a marble counter in a cafe, holding a latte with latte art in a white ceramic cup and saucer. Her body is angled slightly to her left, and she is looking towards the viewer with a smile. In the background, a display case filled with croissants and pastries is visible, along with ornate wall sconces and cabinetry. The lighting is warm and soft, emanating from overhead fixtures, creating gentle highlights and shadows. The camera is at eye level, with a shallow depth of field that blurs the background. The lens exhibits a slight barrel distortion, characteristic of a wider focal length. The composition is balanced, with the woman as the central subject. VARIATION OVERRIDES: Keep the original pose, framing, camera angle, aspect ratio, and face-lock rules. Change only a few details: make it feel like a candid flash photo, add slightly sharper specular highlights, and swap one nearby prop for a small personal object such as a book, compact, or phone case.
- Prompt SHA-256: b901e79bd16ffe0421a3441224262883d7b1fac6cadae6b29d73d69092829a28
- Input SHA-256: 50dc3365a85de11a7cb092135fdf654f8b999966b95c46622868bcc98261c952
- Run ID: blog-social-mila-20260716-v2-slot-16
- Aspect ratio: portrait_4_3
What changes by prompt family
- Use the rooftop and terrace rows to inspect skin texture, hands, dark-scene lighting, and whether a model simplifies the requested environment.
- Use the armchair row to test whether old-phone language produces a candid 2012-style photograph or a polished modern portrait.
- Use the cowboy row for hat geometry, clothing structure, fingers, and background-object coherence.
- Use the kitchen extension to compare Lite and Pro without counting the four duplicate focused-view rows again.


























