Comparisons

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.

Seedream V5 Pro output from the controlled five-model portrait benchmark
Comparison images: Remix.Camera

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.

SuiteRowsModelsUnique outputs
Five-model controlled suite5Seedream 4.5, GPT Image 2 Medium, Grok, V5 Lite, V5 Pro25
Lite/Pro extension1 new rowSeedream V5 Lite, Seedream V5 Pro2
Focused Seedream views4 reused rowsThree-model and two-model subsets0 additional

Every unique controlled output

Open any image at full size. The exact prompt and retained hashes are available beneath each grid.

Comparison 1

Blue-hour rooftop fashion portrait

5 of 5 models completedSwipe to compare →
Blue-hour rooftop fashion portrait, Fixed input output
Fixed input
Blue-hour rooftop fashion portrait, Seedream 4.5 output
Seedream 4.5
Blue-hour rooftop fashion portrait, GPT Image 2 Medium output
GPT Image 2 Medium
Blue-hour rooftop fashion portrait, Grok output
Grok
Blue-hour rooftop fashion portrait, Seedream V5 Lite output
Seedream V5 Lite
Blue-hour rooftop fashion portrait, Seedream V5 Pro output
Seedream V5 Pro

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
Comparison 2

Close-up black sweater portrait

5 of 5 models completedSwipe to compare →
Close-up black sweater portrait, Fixed input output
Fixed input
Close-up black sweater portrait, Seedream 4.5 output
Seedream 4.5
Close-up black sweater portrait, GPT Image 2 Medium output
GPT Image 2 Medium
Close-up black sweater portrait, Grok output
Grok
Close-up black sweater portrait, Seedream V5 Lite output
Seedream V5 Lite
Close-up black sweater portrait, Seedream V5 Pro output
Seedream V5 Pro

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
Comparison 3

2012-style armchair selfie

5 of 5 models completedSwipe to compare →
2012-style armchair selfie, Fixed input output
Fixed input
2012-style armchair selfie, Seedream 4.5 output
Seedream 4.5
2012-style armchair selfie, GPT Image 2 Medium output
GPT Image 2 Medium
2012-style armchair selfie, Grok output
Grok
2012-style armchair selfie, Seedream V5 Lite output
Seedream V5 Lite
2012-style armchair selfie, Seedream V5 Pro output
Seedream V5 Pro

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
Comparison 4

Luxury hotel terrace at night

5 of 5 models completedSwipe to compare →
Luxury hotel terrace at night, Fixed input output
Fixed input
Luxury hotel terrace at night, Seedream 4.5 output
Seedream 4.5
Luxury hotel terrace at night, GPT Image 2 Medium output
GPT Image 2 Medium
Luxury hotel terrace at night, Grok output
Grok
Luxury hotel terrace at night, Seedream V5 Lite output
Seedream V5 Lite
Luxury hotel terrace at night, Seedream V5 Pro output
Seedream V5 Pro

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
Comparison 5

Cowboy hat portrait in a rural field

5 of 5 models completedSwipe to compare →
Cowboy hat portrait in a rural field, Fixed input output
Fixed input
Cowboy hat portrait in a rural field, Seedream 4.5 output
Seedream 4.5
Cowboy hat portrait in a rural field, GPT Image 2 Medium output
GPT Image 2 Medium
Cowboy hat portrait in a rural field, Grok output
Grok
Cowboy hat portrait in a rural field, Seedream V5 Lite output
Seedream V5 Lite
Cowboy hat portrait in a rural field, Seedream V5 Pro output
Seedream V5 Pro

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
Comparison 6

Cafe apron portrait

Lite and Pro both completedSwipe to compare →
Cafe apron portrait, Fixed input output
Fixed input
Cafe apron portrait, Seedream V5 Lite output
Seedream V5 Lite
Cafe apron portrait, Seedream V5 Pro output
Seedream V5 Pro

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.