PROMPTS BY MODALITY

Image Prompts — 1438 curated examples

Prompt examples tuned for Image generation workflows across RunAPI models. Filter by category, copy the prompt, or open the model-specific API code.

IM
Image
Photography gpt-image-2

Create an infographic image of [LANDMARK], combining a real...

Create an infographic image of [LANDMARK], combining a real photograph of the landmark with blueprint-style technical annotations and diagrams overlaid on the image. Include the title “[LANDMARK]” in a hand-drawn box in the corner. Add white chalk-style sketches showing key structural data, important measurements, material quantities, internal diagrams, load-flow arrows, cross-sections, floor plans, and notable architectural or engineering features. Style: blueprint aesthetic with white line drawings on the photograph, technical/architectural annotation style, educational infographic feel, with the real environment visible behind the annotations.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Create an infographic image of [LANDMARK], combining a real photograph of the landmark with blueprint-style technical annotations and diagrams overlaid on the image. Include the title “[LANDMARK]” in a hand-drawn box in the corner. Add white chalk-style sketches showing key structural data, important measurements, material quantities, internal diagrams, load-flow arrows, cross-sections, floor plans, and notable architectural or engineering features. Style: blueprint aesthetic with white line drawings on the photograph, technical/architectural annotation style, educational infographic feel, with the real environment visible behind the annotations."
}
JSON
IM
Image
Photography gpt-image-2

Hyper-realistic cinematic Create an 8k close-up portrait of...

Hyper-realistic cinematic Create an 8k close-up portrait of a beautiful woman with medium, brown, slightly wind-swept hair falling across her face. Her striking, light-colored eyes gaze upwards and to the right, catching a sharp, diagonal beam of natural light that illuminates the high points of her cheekbone, nose, and plump, fair skin, glossy, mauve-toned lips a slightly light weight silk shirt. The rest of her face and the background are cast in deep,dramatic shadow (chiaroscuro) emphasizing the play of light and shadow Subtle textures of her dark clothing are visible on her left shoulder. The image should capture a mysterious and introspective mood, with incredible detail in her skin, hair strands, and the subtle reflections in her eyes and lips. Outfit should white.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Hyper-realistic cinematic Create an 8k close-up portrait of a beautiful woman with medium, brown, slightly wind-swept hair falling across her face. Her striking, light-colored eyes gaze upwards and to the right, catching a sharp, diagonal beam of natural light that illuminates the high points of her cheekbone, nose, and plump, fair skin, glossy, mauve-toned lips a slightly light weight silk shirt. The rest of her face and the background are cast in deep,dramatic shadow (chiaroscuro) emphasizing the play of light and shadow Subtle textures of her dark clothing are visible on her left shoulder. The image should capture a mysterious and introspective mood, with incredible detail in her skin, hair strands, and the subtle reflections in her eyes and lips. Outfit should white."
}
JSON
IM
Image
Photography gpt-image-2

A [person type] standing full-body near the edge of the fram...

A [person type] standing full-body near the edge of the frame, slightly to the left, in [real-world incomplete / empty / damaged environment]. The camera is positioned behind and slightly to the right of the person, capturing them from a three-quarter rear angle. The person stands calmly and thoughtfully, looking toward the space ahead. The environment is [describe the real space as it exists now: empty, unfinished, decayed, rigid, lifeless]. The atmosphere feels [emotional tone: quiet, dry, historical, minimal, raw]. Natural light illuminates the scene, creating realistic shadows and depth. Floating hand-drawn sketch lines appear over and within the environment, aligned precisely in perspective with the real space. These sketches represent [what is missing / what once existed / what could exist in the future]. The sketch lines are black, clean, and hand-drawn, resembling [architectural / interior / restoration / urban planning] concept sketches made with pencil or ink. The strokes are expressive, slightly imperfect, and organic — not rigid or mechanical. The sketched elements occupy the foreground and midground, appearing closer to the person than expected. Some sketch lines subtly overlap the person’s silhouette and the real surfaces, visually merging imagination with reality. The sketches float naturally within the scene, seamlessly blending with the environment and conveying the idea of [vision / restoration / transformation / potential] coming to life.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "A [person type] standing full-body near the edge of the frame, slightly to the left, in [real-world incomplete / empty / damaged environment]. The camera is positioned behind and slightly to the right of the person, capturing them from a three-quarter rear angle. The person stands calmly and thoughtfully, looking toward the space ahead. The environment is [describe the real space as it exists now: empty, unfinished, decayed, rigid, lifeless]. The atmosphere feels [emotional tone: quiet, dry, historical, minimal, raw]. Natural light illuminates the scene, creating realistic shadows and depth. Floating hand-drawn sketch lines appear over and within the environment, aligned precisely in perspective with the real space. These sketches represent [what is missing / what once existed / what could exist in the future]. The sketch lines are black, clean, and hand-drawn, resembling [architectural / interior / restoration / urban planning] concept sketches made with pencil or ink. The strokes are expressive, slightly imperfect, and organic — not rigid or mechanical. The sketched elements occupy the foreground and midground, appearing closer to the person than expected. Some sketch lines subtly overlap the person’s silhouette and the real surfaces, visually merging imagination with reality. The sketches float naturally within the scene, seamlessly blending with the environment and conveying the idea of [vision / restoration / transformation / potential] coming to life."
}
JSON
IM
Image
Photography gpt-image-2

{ "type": "image_generation_prompt", "language": "en",...

{ "type": "image_generation_prompt", "language": "en", "style": "hyper-realistic cinematic selfie photography", "aspect_ratio": "9:16", "identity_preservation": { "use_reference_image": true, "strict_identity_lock": true, "alter_face": false, "alter_skin": false, "alter_hair": false, "alter_gender": false, "notes": "Preserve identical facial features, skin texture, hair, glasses, age, and gender from the uploaded reference image. No synthetic skin or sculptural look." }, "subject": { "gender": "female", "capture_method": "selfie taken by the subject herself", "pose": { "selfie_arm": { "description": "one arm fully straight and completely extended upward holding the camera that takes the selfie", "visibility": "arm clearly visible, straight and dominant in frame", "camera_visibility": "the selfie camera device itself must NOT be visible in the frame" }, "product_arm": { "description": "the other arm fully extended toward the camera holding the attached Canon camera", "importance": "product is closest to the camera and visually dominant" }, "head": { "tilt": "slightly tilted toward the selfie camera" }, "expression": "natural and relaxed facial expression" }, "body_visibility": "full body visible from head to toe", "feet": "feet clearly touching the road surface" }, "composition": { "perspective": "natural selfie perspective at chest height", "camera_angle": "extreme top-down angle, camera above the subject looking directly downward", "layer_depth": [ "product (closest to camera)", "face", "full body", "city environment (background)" ] }, "scale_and_perspective": { "effect": "forced perspective", "subject_scale": "the woman appears extremely giant", "buildings_scale": "buildings appear much smaller, reaching no higher than her knees", "dominance": "the subject visually dominates the entire scene", "realism": "inspiring scale while remaining physically believable" }, "environment": { "location": "real urban intersection", "elements": [ "pedestrian crosswalk", "road markings", "traffic signs", "cars", "bicycles", "pedestrians at realistic human scale" ], "setting": "ground-level urban environment" }, "lighting": { "type": "natural daylight", "conditions": "clear or lightly cloudy sky", "shadows": "soft and realistic", "restrictions": "no fantasy or dramatic lighting" }, "product_rules": { "usage": "use the uploaded Canon product exactly as provided", "distortion": "none", "logo": "unchanged", "appearance": "natural reflections and realistic highlights only" }, "camera_quality": { "realism": "maximum photorealism", "depth": "clear separation of foreground, subject, and background", "artifacts": "none" }, "constraints": [ "No AI-art look", "No plastic or sculpted skin", "No distortion of face or body", "No extra limbs or incorrect anatomy", "No text or watermarks", "No visible selfie camera device" ], "output_goal": "Create a hyper-realistic cinematic selfie image of a woman using her exact reference identity, captured from an extreme top-down perspective in a real urban crosswalk, with forced perspective scale, natural daylight, and a Canon camera product prominently held toward the lens." }

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "{ \"type\": \"image_generation_prompt\", \"language\": \"en\", \"style\": \"hyper-realistic cinematic selfie photography\", \"aspect_ratio\": \"9:16\", \"identity_preservation\": { \"use_reference_image\": true, \"strict_identity_lock\": true, \"alter_face\": false, \"alter_skin\": false, \"alter_hair\": false, \"alter_gender\": false, \"notes\": \"Preserve identical facial features, skin texture, hair, glasses, age, and gender from the uploaded reference image. No synthetic skin or sculptural look.\" }, \"subject\": { \"gender\": \"female\", \"capture_method\": \"selfie taken by the subject herself\", \"pose\": { \"selfie_arm\": { \"description\": \"one arm fully straight and completely extended upward holding the camera that takes the selfie\", \"visibility\": \"arm clearly visible, straight and dominant in frame\", \"camera_visibility\": \"the selfie camera device itself must NOT be visible in the frame\" }, \"product_arm\": { \"description\": \"the other arm fully extended toward the camera holding the attached Canon camera\", \"importance\": \"product is closest to the camera and visually dominant\" }, \"head\": { \"tilt\": \"slightly tilted toward the selfie camera\" }, \"expression\": \"natural and relaxed facial expression\" }, \"body_visibility\": \"full body visible from head to toe\", \"feet\": \"feet clearly touching the road surface\" }, \"composition\": { \"perspective\": \"natural selfie perspective at chest height\", \"camera_angle\": \"extreme top-down angle, camera above the subject looking directly downward\", \"layer_depth\": [ \"product (closest to camera)\", \"face\", \"full body\", \"city environment (background)\" ] }, \"scale_and_perspective\": { \"effect\": \"forced perspective\", \"subject_scale\": \"the woman appears extremely giant\", \"buildings_scale\": \"buildings appear much smaller, reaching no higher than her knees\", \"dominance\": \"the subject visually dominates the entire scene\", \"realism\": \"inspiring scale while remaining physically believable\" }, \"environment\": { \"location\": \"real urban intersection\", \"elements\": [ \"pedestrian crosswalk\", \"road markings\", \"traffic signs\", \"cars\", \"bicycles\", \"pedestrians at realistic human scale\" ], \"setting\": \"ground-level urban environment\" }, \"lighting\": { \"type\": \"natural daylight\", \"conditions\": \"clear or lightly cloudy sky\", \"shadows\": \"soft and realistic\", \"restrictions\": \"no fantasy or dramatic lighting\" }, \"product_rules\": { \"usage\": \"use the uploaded Canon product exactly as provided\", \"distortion\": \"none\", \"logo\": \"unchanged\", \"appearance\": \"natural reflections and realistic highlights only\" }, \"camera_quality\": { \"realism\": \"maximum photorealism\", \"depth\": \"clear separation of foreground, subject, and background\", \"artifacts\": \"none\" }, \"constraints\": [ \"No AI-art look\", \"No plastic or sculpted skin\", \"No distortion of face or body\", \"No extra limbs or incorrect anatomy\", \"No text or watermarks\", \"No visible selfie camera device\" ], \"output_goal\": \"Create a hyper-realistic cinematic selfie image of a woman using her exact reference identity, captured from an extreme top-down perspective in a real urban crosswalk, with forced perspective scale, natural daylight, and a Canon camera product prominently held toward the lens.\" }"
}
JSON
IM
Image
Photography gpt-image-2

9:16 vertical — a 3x3 grid collage (nine images) forming a K...

9:16 vertical — a 3x3 grid collage (nine images) forming a Korean idol portrait photoshoot series. Each frame features the same young Korean female idol, maintaining 100% consistency in facial features, proportions, hairstyle, and identity across all nine shots. Natural, ultra-realistic skin texture, no retouching, no smoothing. Clean idol-style minimal makeup, soft glow, subtle imperfections. Hair: long, voluminous dark hair, slightly tousled, consistent across all frames (natural loose flow, slight movement). Outfit: cohesive Korean idol photoshoot styling — white shirt + short bottoms (or simple neutral-toned outfit), youthful, clean, slightly casual but styled. Same outfit across all frames. Setting: minimal studio or simple indoor environment (plain wall, soft window light, clean background). Focus on subject, not environment. Lighting: soft diffused natural light, gentle highlights, low contrast, slightly airy tones, subtle film-like softness. Camera style: intimate portrait photography, slightly handheld feel, subtle imperfections (minor grain, slight blur in motion frames, imperfect framing). Frame breakdown (3x3 grid): Top row: - Top left: standing naturally, looking slightly away, relaxed expression - Top center: facing camera, casual mid-motion (hair or body slight movement) - Top right: slight side angle, soft gaze, natural candid feel Middle row: - Center left: looking slightly upward, soft thoughtful expression - Center: close-up portrait, direct eye contact, gentle idol smile - Center right: turning body slightly, mid-motion candid frame Bottom row: - Bottom left: seated or leaning casually, relaxed posture - Bottom center: back partially turned, looking over shoulder toward camera - Bottom right: standing close to frame, slightly playful or soft expression Mood: Korean idol photobook / photocard aesthetic, intimate, soft, natural, everyday charm. Quality: ultra-realistic, 8K detail, subtle analog film grain, natural imperfections, soft dreamy tone

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "9:16 vertical — a 3x3 grid collage (nine images) forming a Korean idol portrait photoshoot series. Each frame features the same young Korean female idol, maintaining 100% consistency in facial features, proportions, hairstyle, and identity across all nine shots. Natural, ultra-realistic skin texture, no retouching, no smoothing. Clean idol-style minimal makeup, soft glow, subtle imperfections. Hair: long, voluminous dark hair, slightly tousled, consistent across all frames (natural loose flow, slight movement). Outfit: cohesive Korean idol photoshoot styling — white shirt + short bottoms (or simple neutral-toned outfit), youthful, clean, slightly casual but styled. Same outfit across all frames. Setting: minimal studio or simple indoor environment (plain wall, soft window light, clean background). Focus on subject, not environment. Lighting: soft diffused natural light, gentle highlights, low contrast, slightly airy tones, subtle film-like softness. Camera style: intimate portrait photography, slightly handheld feel, subtle imperfections (minor grain, slight blur in motion frames, imperfect framing). Frame breakdown (3x3 grid): Top row: - Top left: standing naturally, looking slightly away, relaxed expression - Top center: facing camera, casual mid-motion (hair or body slight movement) - Top right: slight side angle, soft gaze, natural candid feel Middle row: - Center left: looking slightly upward, soft thoughtful expression - Center: close-up portrait, direct eye contact, gentle idol smile - Center right: turning body slightly, mid-motion candid frame Bottom row: - Bottom left: seated or leaning casually, relaxed posture - Bottom center: back partially turned, looking over shoulder toward camera - Bottom right: standing close to frame, slightly playful or soft expression Mood: Korean idol photobook / photocard aesthetic, intimate, soft, natural, everyday charm. Quality: ultra-realistic, 8K detail, subtle analog film grain, natural imperfections, soft dreamy tone"
}
JSON
IM
Image
Photography gpt-image-2

Surreal comedic scene inside a modern kitchen: a young man b...

Surreal comedic scene inside a modern kitchen: a young man bends backward in an extreme dodge pose, acrobatic and exaggerated, with a kettle mid-air above him splashing hot tea in a dramatic frozen moment. A woman in the background extends her arm as if she accidentally threw the kettle, expression shocked and energetic.Dynamic action freeze-frame, dramatic liquid splash, wide-angle lens distortion, sharp details, realistic lighting, cinematic color grading, humorous storytelling, high-resolution digital art.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Surreal comedic scene inside a modern kitchen: a young man bends backward in an extreme dodge pose, acrobatic and exaggerated, with a kettle mid-air above him splashing hot tea in a dramatic frozen moment. A woman in the background extends her arm as if she accidentally threw the kettle, expression shocked and energetic.Dynamic action freeze-frame, dramatic liquid splash, wide-angle lens distortion, sharp details, realistic lighting, cinematic color grading, humorous storytelling, high-resolution digital art."
}
JSON
IM
Image
Photography gpt-image-2

{ "image_type": "studio portrait", "composition": { "framing...

{ "image_type": "studio portrait", "composition": { "framing": "tight head-and-shoulders close-up", "camera_angle": "eye-level", "orientation": "vertical", "symmetry": "near-perfect central symmetry", "focus": "sharp focus on eyes and facial features", "depth_of_field": "shallow, background fully blurred to black" }, "subject": { "description": "middle-aged male-presenting subject", "pose": "frontal, facing camera directly", "expression": "calm, confident, intense gaze", "eye_direction": "looking straight into lens", "facial_features": { "facial_hair": "short salt-and-pepper stubble and trimmed goatee", "skin_texture": "visible pores and fine lines, realistic skin detail", "eyes": "light-colored eyes emphasized by catchlights" }, "hair": { "style": "medium-length, brushed back", "texture": "natural, slightly tousled", "color": "dark brown with subtle gray highlights" } }, "wardrobe": { "top": "white crew-neck t-shirt", "outerwear": "dark jacket or coat with soft texture", "accessories": "thin chain necklace partially visible" }, "lighting": { "style": "cinematic, high-contrast neon lighting", "key_light": { "position": "front-left", "color": "cool cyan/blue", "effect": "dominant illumination across face and torso" }, "rim_light": { "position": "rear-right", "color": "saturated red/magenta", "effect": "strong edge highlight on hair and face contour" }, "fill_light": "minimal to none", "contrast_level": "high", "mood": "dramatic, futuristic, intense" }, "color_palette": { "dominant_colors": ["cyan blue", "deep red", "black"], "color_temperature": "mixed cool and warm neon tones", "saturation": "high saturation on lighting, neutral clothing tones", "color_grading": "stylized cyberpunk-inspired grading" }, "background": { "environment": "studio", "details": "pure black background with no visible texture or objects", "separation": "strong subject-background separation via rim lighting" }, "technical_details": { "camera_style": "professional studio photography", "lens_effect": "slight compression typical of portrait lens", "estimated_focal_length": "85mm equivalent", "image_sharpness": "high", "noise": "minimal", "dynamic_range": "controlled highlights with deep shadows" }, "artistic_style": { "genre": "cinematic portrait", "influences": ["cyberpunk", "neo-noir", "editorial fashion"], "visual_aesthetic": "bold, modern, high-impact", "post_processing": { "skin_retouching": "subtle, realistic", "color_enhancement": "strong split-toning blue/red", "clarity": "enhanced micro-contrast" } }, "overall_impression": { "tone": "powerful and enigmatic", "intended_use": "editorial, album cover, cinematic poster, AI style reference", "style_recreation_keywords": [ "cinematic neon portrait", "blue and red split lighting", "black background", "intense direct gaze", "cyberpunk color grading", "high-contrast studio lighting" ] } }

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "{ \"image_type\": \"studio portrait\", \"composition\": { \"framing\": \"tight head-and-shoulders close-up\", \"camera_angle\": \"eye-level\", \"orientation\": \"vertical\", \"symmetry\": \"near-perfect central symmetry\", \"focus\": \"sharp focus on eyes and facial features\", \"depth_of_field\": \"shallow, background fully blurred to black\" }, \"subject\": { \"description\": \"middle-aged male-presenting subject\", \"pose\": \"frontal, facing camera directly\", \"expression\": \"calm, confident, intense gaze\", \"eye_direction\": \"looking straight into lens\", \"facial_features\": { \"facial_hair\": \"short salt-and-pepper stubble and trimmed goatee\", \"skin_texture\": \"visible pores and fine lines, realistic skin detail\", \"eyes\": \"light-colored eyes emphasized by catchlights\" }, \"hair\": { \"style\": \"medium-length, brushed back\", \"texture\": \"natural, slightly tousled\", \"color\": \"dark brown with subtle gray highlights\" } }, \"wardrobe\": { \"top\": \"white crew-neck t-shirt\", \"outerwear\": \"dark jacket or coat with soft texture\", \"accessories\": \"thin chain necklace partially visible\" }, \"lighting\": { \"style\": \"cinematic, high-contrast neon lighting\", \"key_light\": { \"position\": \"front-left\", \"color\": \"cool cyan/blue\", \"effect\": \"dominant illumination across face and torso\" }, \"rim_light\": { \"position\": \"rear-right\", \"color\": \"saturated red/magenta\", \"effect\": \"strong edge highlight on hair and face contour\" }, \"fill_light\": \"minimal to none\", \"contrast_level\": \"high\", \"mood\": \"dramatic, futuristic, intense\" }, \"color_palette\": { \"dominant_colors\": [\"cyan blue\", \"deep red\", \"black\"], \"color_temperature\": \"mixed cool and warm neon tones\", \"saturation\": \"high saturation on lighting, neutral clothing tones\", \"color_grading\": \"stylized cyberpunk-inspired grading\" }, \"background\": { \"environment\": \"studio\", \"details\": \"pure black background with no visible texture or objects\", \"separation\": \"strong subject-background separation via rim lighting\" }, \"technical_details\": { \"camera_style\": \"professional studio photography\", \"lens_effect\": \"slight compression typical of portrait lens\", \"estimated_focal_length\": \"85mm equivalent\", \"image_sharpness\": \"high\", \"noise\": \"minimal\", \"dynamic_range\": \"controlled highlights with deep shadows\" }, \"artistic_style\": { \"genre\": \"cinematic portrait\", \"influences\": [\"cyberpunk\", \"neo-noir\", \"editorial fashion\"], \"visual_aesthetic\": \"bold, modern, high-impact\", \"post_processing\": { \"skin_retouching\": \"subtle, realistic\", \"color_enhancement\": \"strong split-toning blue/red\", \"clarity\": \"enhanced micro-contrast\" } }, \"overall_impression\": { \"tone\": \"powerful and enigmatic\", \"intended_use\": \"editorial, album cover, cinematic poster, AI style reference\", \"style_recreation_keywords\": [ \"cinematic neon portrait\", \"blue and red split lighting\", \"black background\", \"intense direct gaze\", \"cyberpunk color grading\", \"high-contrast studio lighting\" ] } }"
}
JSON
IM
Image
Photography gpt-image-2

Create an Ultra-realistic photo composite of uploaded person...

Create an Ultra-realistic photo composite of uploaded person breaking out of an Instagram post frame. Standing pose, both hands holding frame edges, upper body outside frame with real shadows. High top-down view, strong 10mm fisheye effect on person only (big head, smaller body), frame straight. Confident upward gaze, purple graffiti puffer jacket, black tee, gold chain, white sneakers, sunglasses, black cap, yellow floor, clean Instagram UI (simeon-sanai) overlay, photorealistic.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Create an Ultra-realistic photo composite of uploaded person breaking out of an Instagram post frame. Standing pose, both hands holding frame edges, upper body outside frame with real shadows. High top-down view, strong 10mm fisheye effect on person only (big head, smaller body), frame straight. Confident upward gaze, purple graffiti puffer jacket, black tee, gold chain, white sneakers, sunglasses, black cap, yellow floor, clean Instagram UI (simeon-sanai) overlay, photorealistic."
}
JSON
IM
Image
Photography gpt-image-2

A stylish man wearing a tan suit and sunglasses is featured...

A stylish man wearing a tan suit and sunglasses is featured in a creative split image, framed by two ornate gold frames. In the top frame, he is pouring Coca-Cola from a bottle. The cola streams downward, passing through the gap between the frames. In the bottom frame, the same man, also in a tan suit and sunglasses, is shown with a joyful expression as the stream of cola splashes into a glass mug he is holding, creating a dynamic splash.The background behind the frames is a softly blurred night cityscape with tall buildings and lights, suggesting.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "A stylish man wearing a tan suit and sunglasses is featured in a creative split image, framed by two ornate gold frames. In the top frame, he is pouring Coca-Cola from a bottle. The cola streams downward, passing through the gap between the frames. In the bottom frame, the same man, also in a tan suit and sunglasses, is shown with a joyful expression as the stream of cola splashes into a glass mug he is holding, creating a dynamic splash.The background behind the frames is a softly blurred night cityscape with tall buildings and lights, suggesting."
}
JSON
IM
Image
Photography nano-banana-2

Ultra-realistic 8K full body portrait of [PERSON’S FULL NAME...

Ultra-realistic 8K full body portrait of [PERSON’S FULL NAME], wearing a clean and pressed white social shirt with folded collar and a small lapel microphone, dark navy-blue dress pants and polished brown social shoes. Casually and unpretentiously leaning against a smooth light gray studio wall; hands are in pockets and one leg is crossed over the other, with relaxed and confident body language. Add to the wall next to them a prominent vector portrait in black and white of their face and bust - with sharp lines and angles, overlapping polygonal shapes and a minimalist modern graphic style, right below the information: “[PERSON’S FULL NAME]”, and below the name: “[PROFESSION]”

View API Code
curl -X POST https://runapi.ai/api/v1/nano_banana/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "nano-banana-2",
  "prompt": "Ultra-realistic 8K full body portrait of [PERSON’S FULL NAME], wearing a clean and pressed white social shirt with folded collar and a small lapel microphone, dark navy-blue dress pants and polished brown social shoes. Casually and unpretentiously leaning against a smooth light gray studio wall; hands are in pockets and one leg is crossed over the other, with relaxed and confident body language. Add to the wall next to them a prominent vector portrait in black and white of their face and bust - with sharp lines and angles, overlapping polygonal shapes and a minimalist modern graphic style, right below the information: “[PERSON’S FULL NAME]”, and below the name: “[PROFESSION]”"
}
JSON
IM
Image
Photography gpt-image-2

Convert uploaded photo into ultra-wide 10mm fisheye portrait...

Convert uploaded photo into ultra-wide 10mm fisheye portrait from dramatic high top-down angle with strong perspective distortion (larger head, compressed body). Add black oversized sunglasses and plain white cap, right hand adjusting cap, confident upward gaze. Color-block puffer jacket (burnt orange/cream/brown), white tee, white sneakers. Bold terracotta studio background, smooth gradient, high contrast, sharp editorial lighting, 8k.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Convert uploaded photo into ultra-wide 10mm fisheye portrait from dramatic high top-down angle with strong perspective distortion (larger head, compressed body). Add black oversized sunglasses and plain white cap, right hand adjusting cap, confident upward gaze. Color-block puffer jacket (burnt orange/cream/brown), white tee, white sneakers. Bold terracotta studio background, smooth gradient, high contrast, sharp editorial lighting, 8k."
}
JSON
IM
Image
Photography gpt-image-2

Ultra-realistic studio portrait of a young woman, front-faci...

Ultra-realistic studio portrait of a young woman, front-facing, centered composition, symmetrical face, pale skin with soft cheeks and nose, light gray-blue eyes with a subtle dark limbal ring, soft neutral makeup, slightly glossy natural lips, faint smoky eyeliner, dark brown slightly messy hair with wispy bangs framing the forehead, a few loose strands around the face, wearing a dark gray fitted turtleneck sweater, small silver hoop earrings, calm neutral expression, looking directly into the camera, soft diffused cinematic lighting from the front and side, smooth gradient dark background, shallow depth of field, 85mm lens look, f1.8, ultra sharp focus, hyper-detailed skin texture, photorealistic, 8k, high dynamic range, professional studio photography, no text, no watermark, no logo, no signature, no artifacts.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Ultra-realistic studio portrait of a young woman, front-facing, centered composition, symmetrical face, pale skin with soft cheeks and nose, light gray-blue eyes with a subtle dark limbal ring, soft neutral makeup, slightly glossy natural lips, faint smoky eyeliner, dark brown slightly messy hair with wispy bangs framing the forehead, a few loose strands around the face, wearing a dark gray fitted turtleneck sweater, small silver hoop earrings, calm neutral expression, looking directly into the camera, soft diffused cinematic lighting from the front and side, smooth gradient dark background, shallow depth of field, 85mm lens look, f1.8, ultra sharp focus, hyper-detailed skin texture, photorealistic, 8k, high dynamic range, professional studio photography, no text, no watermark, no logo, no signature, no artifacts."
}
JSON
IM
Image
Photography gpt-image-2

Create a high-contrast black and white portrait in a quiet c...

Create a high-contrast black and white portrait in a quiet classroom.Use uploaded image as reference. Person leans casually on a wooden school chair, legs crossed, wearing a navy blue sweatshirt, beige chinos, and black-and-white Converse sneakers. calm neutral expression. His left arm rests on the desk, his right hand drops casually to the side. Behind him, an off-white classroom wall with visible wear, pinned papers, photos, and sticky notes in a grid. One page clearly shows the printed word “Silence”, positioned above his head. Sunlight enters sharply from the right, casting a triangular beam of light on the wall and her shadow. The contrast is dramatic, cinematic, and natural, with a warm late-afternoon tone

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Create a high-contrast black and white portrait in a quiet classroom.Use uploaded image as reference. Person leans casually on a wooden school chair, legs crossed, wearing a navy blue sweatshirt, beige chinos, and black-and-white Converse sneakers. calm neutral expression. His left arm rests on the desk, his right hand drops casually to the side. Behind him, an off-white classroom wall with visible wear, pinned papers, photos, and sticky notes in a grid. One page clearly shows the printed word “Silence”, positioned above his head. Sunlight enters sharply from the right, casting a triangular beam of light on the wall and her shadow. The contrast is dramatic, cinematic, and natural, with a warm late-afternoon tone"
}
JSON
IM
Image
Photography gpt-image-2

Extreme close-up portrait of a woman with piercing green eye...

Extreme close-up portrait of a woman with piercing green eyes and bold, matte red lips, her face framed by a vibrant red textured hood. Dramatic cinematic lighting creates sharp shadows across her features, with fine strands of dark black hair blowing across her face. High-fashion editorial photography style, hyper-realistic, sharp focus, intense gaze, and a high-contrast color palette of deep reds and blacks.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Extreme close-up portrait of a woman with piercing green eyes and bold, matte red lips, her face framed by a vibrant red textured hood. Dramatic cinematic lighting creates sharp shadows across her features, with fine strands of dark black hair blowing across her face. High-fashion editorial photography style, hyper-realistic, sharp focus, intense gaze, and a high-contrast color palette of deep reds and blacks."
}
JSON
IM
Image
Photography gpt-image-2

A cinematic silhouette shot of local fishermen lining the Ga...

A cinematic silhouette shot of local fishermen lining the Galata Bridge in Istanbul during sunset. In the foreground, a weary fisherman leans against the railing, looking at the sea. The background features the hazy, dreamlike silhouette of the Süleymaniye Mosque and seagulls flying over the Golden Horn. Warm orange and deep blue color palette. Shot on Sony A7R IV with Sony FE 85mm f/1.4 GM lens at f/1.8. Atmospheric haze, emotional storytelling, award-winning travel photography.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "A cinematic silhouette shot of local fishermen lining the Galata Bridge in Istanbul during sunset. In the foreground, a weary fisherman leans against the railing, looking at the sea. The background features the hazy, dreamlike silhouette of the Süleymaniye Mosque and seagulls flying over the Golden Horn. Warm orange and deep blue color palette. Shot on Sony A7R IV with Sony FE 85mm f/1.4 GM lens at f/1.8. Atmospheric haze, emotional storytelling, award-winning travel photography."
}
JSON
IM
Image
Photography gpt-image-2

{ "image_style": "surreal, dark cinematic, ethereal", "s...

{ "image_style": "surreal, dark cinematic, ethereal", "subject": { "person": "woman with features of reference image", "pose": "head tilted back, eyes closed, expression of freedom and release", "framing": "close-up portrait from chest upward", "clothing": "long-sleeve blouse made of organic, layered deep matte black raven feathers", "accessories": "large black hoop earrings" }, "visual_effects": { "hair": "loose, dynamically suspended, blowing upward and forward by wind", "dissolving_elements": [ "feathers and hair merging with black ink splatters", "charcoal dust", "wisps of dark smoke" ], "face_details": "fine black ink splatters and wisps spreading across face and neck" }, "environment": { "background": "smoky gray, moody atmosphere", "elements": "thick, dense, layered smoke swirling throughout the frame" }, "technical_aspects": { "resolution": "high-resolution", "lighting": "cinematic, moody, diffused through smoke" } }

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "{ \"image_style\": \"surreal, dark cinematic, ethereal\", \"subject\": { \"person\": \"woman with features of reference image\", \"pose\": \"head tilted back, eyes closed, expression of freedom and release\", \"framing\": \"close-up portrait from chest upward\", \"clothing\": \"long-sleeve blouse made of organic, layered deep matte black raven feathers\", \"accessories\": \"large black hoop earrings\" }, \"visual_effects\": { \"hair\": \"loose, dynamically suspended, blowing upward and forward by wind\", \"dissolving_elements\": [ \"feathers and hair merging with black ink splatters\", \"charcoal dust\", \"wisps of dark smoke\" ], \"face_details\": \"fine black ink splatters and wisps spreading across face and neck\" }, \"environment\": { \"background\": \"smoky gray, moody atmosphere\", \"elements\": \"thick, dense, layered smoke swirling throughout the frame\" }, \"technical_aspects\": { \"resolution\": \"high-resolution\", \"lighting\": \"cinematic, moody, diffused through smoke\" } }"
}
JSON
IM
Image
Photography gpt-image-2

Photorealistic studio portrait of an average British man in...

Photorealistic studio portrait of an average British man in his late 20s to early 40s, natural appearance, realistic facial features, short well-groomed hair, light stubble or clean-shaven. He stands confidently with a relaxed posture, conveying quiet self-assurance. He wears a stylish, comfortable, modern casual outfit, a well-fitted neutral-toned jacket or overshirt, premium plain t-shirt, tailored trousers or dark jeans, and clean minimalist sneakers. The look is contemporary, understated, and effortlessly fashionable. Shot in a professional studio with minimal lighting: a soft key light focused on the subject with gentle shadow falloff, dark neutral background, high contrast, and strong subject isolation. Lighting highlights facial structure, textures, and silhouette while keeping the environment subtle. Sharp focus on the subject, shallow depth of field, natural skin texture, realistic fabric detail, editorial fashion photography style, ultra-realistic, high resolution. Negative prompt (optional): blur, heavy retouching, unrealistic skin, dramatic fashion styling, cluttered background, extra limbs, distortion, cartoonish style.

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Photorealistic studio portrait of an average British man in his late 20s to early 40s, natural appearance, realistic facial features, short well-groomed hair, light stubble or clean-shaven. He stands confidently with a relaxed posture, conveying quiet self-assurance. He wears a stylish, comfortable, modern casual outfit, a well-fitted neutral-toned jacket or overshirt, premium plain t-shirt, tailored trousers or dark jeans, and clean minimalist sneakers. The look is contemporary, understated, and effortlessly fashionable. Shot in a professional studio with minimal lighting: a soft key light focused on the subject with gentle shadow falloff, dark neutral background, high contrast, and strong subject isolation. Lighting highlights facial structure, textures, and silhouette while keeping the environment subtle. Sharp focus on the subject, shallow depth of field, natural skin texture, realistic fabric detail, editorial fashion photography style, ultra-realistic, high resolution. Negative prompt (optional): blur, heavy retouching, unrealistic skin, dramatic fashion styling, cluttered background, extra limbs, distortion, cartoonish style."
}
JSON
IM
Image
Photography gpt-image-2

{ "image_type": "fashion portrait photography", "resolut...

{ "image_type": "fashion portrait photography", "resolution_target": "8K Ultra HD", "aspect_ratio": "vertical (portrait)", "composition": { "framing": "medium close-up portrait", "crop": "from upper chest to slightly above head", "subject_position": "centered", "camera_angle": "low angle, slightly upward-facing", "perspective": "dramatic upward perspective emphasizing neck and jawline", "depth_of_field": "shallow depth of field with soft background blur" }, "subject": { "gender_presentation": "female-presenting", "age_range": "young adult", "skin_tone": "fair/light", "pose": { "head_position": "tilted slightly back", "chin": "raised upward", "shoulders": "relaxed, facing forward" }, "facial_expression": { "eyes": "closed", "mouth": "slightly parted", "expression_mood": "calm, confident, introspective" }, "face_details": { "face_shape": "oval", "jawline": "soft but defined", "cheekbones": "subtly defined", "skin_texture": "smooth, evenly lit" } }, "hair": { "color": "reddish-brown / auburn", "length": "medium", "style": "loosely styled with soft waves", "texture": "slightly tousled", "flyaways": "visible loose strands around head and neck" }, "eyewear": { "type": "eyeglasses", "frame_style": "rounded", "frame_material_appearance": "translucent", "frame_color": "light amber / peach-tinted", "lens": "clear" }, "makeup": { "lip_color": "deep pink / rose", "lip_finish": "glossy", "eye_makeup": "subtle, warm-toned", "overall_style": "natural with emphasis on lips" }, "accessories": { "earrings": { "type": "dangling earrings", "material_appearance": "metallic", "design": "intricate, elongated" }, "necklace": { "type": "chain necklace", "pendant": "ornamental pendant", "material_appearance": "gold-toned metal" } }, "clothing": { "garment_type": "tailored jacket or dress with lapels", "neckline": "deep V-neck", "fit": "structured yet flowing", "fabric_texture": "smooth, slightly reflective", "pattern": "vertical multicolored stripes", "colors": [ "orange", "red", "green", "teal", "yellow" ], "buttons": "visible front button at mid-torso" }, "lighting": { "type": "studio lighting", "direction": "soft frontal with slight side emphasis", "contrast": "moderate", "highlights": "gentle highlights on face and glasses", "shadows": "soft shadows under chin and neck" }, "background": { "environment": "studio setup", "elements": "colored smoke or mist", "color_palette": [ "pink", "coral", "peach", "soft green" ], "background_style": "abstract, atmospheric" }, "atmosphere": { "mood": "cinematic, fashion-forward", "visual_effects": "floating colored smoke surrounding subject", "clarity": "subject sharp, background diffused" }, "color_grading": { "tone": "warm", "saturation": "rich but balanced", "overall_palette": "harmonized warm and pastel tones" }, "image_quality": { "sharpness": "high detail on facial features, clothing texture, accessories", "noise": "none visible", "finish": "clean, professional, editorial-grade" } }

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "{ \"image_type\": \"fashion portrait photography\", \"resolution_target\": \"8K Ultra HD\", \"aspect_ratio\": \"vertical (portrait)\", \"composition\": { \"framing\": \"medium close-up portrait\", \"crop\": \"from upper chest to slightly above head\", \"subject_position\": \"centered\", \"camera_angle\": \"low angle, slightly upward-facing\", \"perspective\": \"dramatic upward perspective emphasizing neck and jawline\", \"depth_of_field\": \"shallow depth of field with soft background blur\" }, \"subject\": { \"gender_presentation\": \"female-presenting\", \"age_range\": \"young adult\", \"skin_tone\": \"fair/light\", \"pose\": { \"head_position\": \"tilted slightly back\", \"chin\": \"raised upward\", \"shoulders\": \"relaxed, facing forward\" }, \"facial_expression\": { \"eyes\": \"closed\", \"mouth\": \"slightly parted\", \"expression_mood\": \"calm, confident, introspective\" }, \"face_details\": { \"face_shape\": \"oval\", \"jawline\": \"soft but defined\", \"cheekbones\": \"subtly defined\", \"skin_texture\": \"smooth, evenly lit\" } }, \"hair\": { \"color\": \"reddish-brown / auburn\", \"length\": \"medium\", \"style\": \"loosely styled with soft waves\", \"texture\": \"slightly tousled\", \"flyaways\": \"visible loose strands around head and neck\" }, \"eyewear\": { \"type\": \"eyeglasses\", \"frame_style\": \"rounded\", \"frame_material_appearance\": \"translucent\", \"frame_color\": \"light amber / peach-tinted\", \"lens\": \"clear\" }, \"makeup\": { \"lip_color\": \"deep pink / rose\", \"lip_finish\": \"glossy\", \"eye_makeup\": \"subtle, warm-toned\", \"overall_style\": \"natural with emphasis on lips\" }, \"accessories\": { \"earrings\": { \"type\": \"dangling earrings\", \"material_appearance\": \"metallic\", \"design\": \"intricate, elongated\" }, \"necklace\": { \"type\": \"chain necklace\", \"pendant\": \"ornamental pendant\", \"material_appearance\": \"gold-toned metal\" } }, \"clothing\": { \"garment_type\": \"tailored jacket or dress with lapels\", \"neckline\": \"deep V-neck\", \"fit\": \"structured yet flowing\", \"fabric_texture\": \"smooth, slightly reflective\", \"pattern\": \"vertical multicolored stripes\", \"colors\": [ \"orange\", \"red\", \"green\", \"teal\", \"yellow\" ], \"buttons\": \"visible front button at mid-torso\" }, \"lighting\": { \"type\": \"studio lighting\", \"direction\": \"soft frontal with slight side emphasis\", \"contrast\": \"moderate\", \"highlights\": \"gentle highlights on face and glasses\", \"shadows\": \"soft shadows under chin and neck\" }, \"background\": { \"environment\": \"studio setup\", \"elements\": \"colored smoke or mist\", \"color_palette\": [ \"pink\", \"coral\", \"peach\", \"soft green\" ], \"background_style\": \"abstract, atmospheric\" }, \"atmosphere\": { \"mood\": \"cinematic, fashion-forward\", \"visual_effects\": \"floating colored smoke surrounding subject\", \"clarity\": \"subject sharp, background diffused\" }, \"color_grading\": { \"tone\": \"warm\", \"saturation\": \"rich but balanced\", \"overall_palette\": \"harmonized warm and pastel tones\" }, \"image_quality\": { \"sharpness\": \"high detail on facial features, clothing texture, accessories\", \"noise\": \"none visible\", \"finish\": \"clean, professional, editorial-grade\" } }"
}
JSON
IM
Image
Photography gpt-image-2

Create a dramatic, digital painting-style portrait of a male...

Create a dramatic, digital painting-style portrait of a male footballer looking upwards with a determined expression. The style should be bold and textured, using dynamic brushstrokes and a limited color palette mainly black, white, red, and yellow. The background should be split vertically with abstract red and yellow paint streaks. On the red side, include the bold motivational text ‘I’VE JUST BEGUN’ in large white, hand-painted font. Capture the intensity and ambition in the player’s gaze. The composition should feel motivational and powerful, ideal for a sports poster. 8k Resolution, Image Aspect Ratio 4:5."

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Create a dramatic, digital painting-style portrait of a male footballer looking upwards with a determined expression. The style should be bold and textured, using dynamic brushstrokes and a limited color palette mainly black, white, red, and yellow. The background should be split vertically with abstract red and yellow paint streaks. On the red side, include the bold motivational text ‘I’VE JUST BEGUN’ in large white, hand-painted font. Capture the intensity and ambition in the player’s gaze. The composition should feel motivational and powerful, ideal for a sports poster. 8k Resolution, Image Aspect Ratio 4:5.\""
}
JSON
IM
Image
Photography gpt-image-2

{ "image_type": "studio fashion portrait photography", "...

{ "image_type": "studio fashion portrait photography", "resolution_target": "8K ultra high definition", "aspect_ratio": "portrait (vertical)", "composition": { "framing": "medium portrait", "crop": "head to mid-torso", "subject_position": "slightly right of center", "camera_angle": "eye-level", "pose": { "body_orientation": "three-quarter turn to the left", "head_orientation": "turned toward camera", "arm_position": "one arm raised with hand placed behind or on top of head, other arm lowered and relaxed" } }, "subject": { "gender_presentation": "female", "age_range": "young adult", "skin_tone": "light to medium", "facial_expression": { "expression": "neutral to mildly serious", "gaze_direction": "directly at camera", "emotion": "confident, composed" }, "face_details": { "face_shape": "oval", "complexion": "smooth, even", "makeup": { "eyes": "defined eyeliner and mascara", "lips": "deep muted red or berry tone lipstick", "overall": "moderate, polished makeup" }, "piercings": [ "small nose ring on left nostril" ] }, "eyes": { "visibility": "partially visible through tinted glasses", "eyewear": { "type": "narrow rectangular sunglasses", "lens_color": "dark tinted", "frame": "thin metal frame", "position": "worn low on the bridge of the nose" } }, "hair": { "color": "medium brown with strong magenta/purple lighting highlights", "length": "long", "style": "loose, softly wavy", "parting": "center part" } }, "clothing_and_accessories": { "outerwear": { "type": "faux fur coat", "color": "dark gray to black", "texture": "thick, plush, high-volume fur", "fit": "oversized", "wearing_style": "draped loosely off the shoulders" }, "inner_clothing": { "type": "sleeveless top", "color": "black", "neckline": "straight or slightly scooped" }, "jewelry": { "necklace": { "type": "thin chain necklace", "material": "metallic", "visibility": "clearly visible at collarbone" } } }, "lighting": { "style": "studio lighting", "primary_light": { "direction": "front-left", "quality": "soft but directional" }, "accent_lighting": { "color": "magenta/purple", "placement": "from above and behind, especially on hair and shoulders" }, "contrast": "medium to high", "shadow_detail": "soft shadows with smooth falloff" }, "background": { "type": "studio backdrop", "color": "deep purple gradient", "texture": "smooth, seamless", "depth": "no visible background objects" }, "color_palette": { "dominant_colors": [ "purple", "magenta", "black", "dark gray" ], "accent_colors": [ "skin tones", "metallic silver" ] }, "image_quality": { "sharpness": "high", "detail_level": "very high", "noise": "minimal to none", "dynamic_range": "wide" }, "overall_style": { "aesthetic": "fashion editorial", "mood": "moody, stylish, confident", "era_influence": "modern" } }

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "{ \"image_type\": \"studio fashion portrait photography\", \"resolution_target\": \"8K ultra high definition\", \"aspect_ratio\": \"portrait (vertical)\", \"composition\": { \"framing\": \"medium portrait\", \"crop\": \"head to mid-torso\", \"subject_position\": \"slightly right of center\", \"camera_angle\": \"eye-level\", \"pose\": { \"body_orientation\": \"three-quarter turn to the left\", \"head_orientation\": \"turned toward camera\", \"arm_position\": \"one arm raised with hand placed behind or on top of head, other arm lowered and relaxed\" } }, \"subject\": { \"gender_presentation\": \"female\", \"age_range\": \"young adult\", \"skin_tone\": \"light to medium\", \"facial_expression\": { \"expression\": \"neutral to mildly serious\", \"gaze_direction\": \"directly at camera\", \"emotion\": \"confident, composed\" }, \"face_details\": { \"face_shape\": \"oval\", \"complexion\": \"smooth, even\", \"makeup\": { \"eyes\": \"defined eyeliner and mascara\", \"lips\": \"deep muted red or berry tone lipstick\", \"overall\": \"moderate, polished makeup\" }, \"piercings\": [ \"small nose ring on left nostril\" ] }, \"eyes\": { \"visibility\": \"partially visible through tinted glasses\", \"eyewear\": { \"type\": \"narrow rectangular sunglasses\", \"lens_color\": \"dark tinted\", \"frame\": \"thin metal frame\", \"position\": \"worn low on the bridge of the nose\" } }, \"hair\": { \"color\": \"medium brown with strong magenta/purple lighting highlights\", \"length\": \"long\", \"style\": \"loose, softly wavy\", \"parting\": \"center part\" } }, \"clothing_and_accessories\": { \"outerwear\": { \"type\": \"faux fur coat\", \"color\": \"dark gray to black\", \"texture\": \"thick, plush, high-volume fur\", \"fit\": \"oversized\", \"wearing_style\": \"draped loosely off the shoulders\" }, \"inner_clothing\": { \"type\": \"sleeveless top\", \"color\": \"black\", \"neckline\": \"straight or slightly scooped\" }, \"jewelry\": { \"necklace\": { \"type\": \"thin chain necklace\", \"material\": \"metallic\", \"visibility\": \"clearly visible at collarbone\" } } }, \"lighting\": { \"style\": \"studio lighting\", \"primary_light\": { \"direction\": \"front-left\", \"quality\": \"soft but directional\" }, \"accent_lighting\": { \"color\": \"magenta/purple\", \"placement\": \"from above and behind, especially on hair and shoulders\" }, \"contrast\": \"medium to high\", \"shadow_detail\": \"soft shadows with smooth falloff\" }, \"background\": { \"type\": \"studio backdrop\", \"color\": \"deep purple gradient\", \"texture\": \"smooth, seamless\", \"depth\": \"no visible background objects\" }, \"color_palette\": { \"dominant_colors\": [ \"purple\", \"magenta\", \"black\", \"dark gray\" ], \"accent_colors\": [ \"skin tones\", \"metallic silver\" ] }, \"image_quality\": { \"sharpness\": \"high\", \"detail_level\": \"very high\", \"noise\": \"minimal to none\", \"dynamic_range\": \"wide\" }, \"overall_style\": { \"aesthetic\": \"fashion editorial\", \"mood\": \"moody, stylish, confident\", \"era_influence\": \"modern\" } }"
}
JSON
IM
Image
Photography gpt-image-2

{ "meta": { "image_quality": "High", "image_type":...

{ "meta": { "image_quality": "High", "image_type": "Mixed Media (Photography + Vector Illustration)", "reference_image_usage": "Use the attached image strictly for facial identity matching only. Face shape, beard, glasses, eyes, nose, lips, and hair texture must match exactly. Do not copy clothing, lighting, or background from the reference.", "resolution_estimation": "High resolution, sharp vector edges", "file_characteristics": { "compression_artifacts": "Low", "noise_level": "None", "lens_type_estimation": "Standard portrait look (35–50mm equivalent)" } }, "global_context": { "scene_description": "A full-body studio portrait of a young man in a dynamic, confident pose against a solid bright blue background. The image blends realistic photography with white hand-drawn vector doodles and abstract blue liquid shapes, creating a modern street-art editorial look.", "environment_type": "Studio / Graphic Design Composition", "atmosphere": "Energetic, urban, creative, cool", "lighting": { "source": "Artificial studio lighting", "direction": "Front-right dominant", "quality": "Soft and diffused", "color_temperature": "Neutral white" }, "color_palette": { "dominant_colors": [ "Bright blue background", "Deep blue clothing", "White graphic accents" ], "contrast_level": "High" } }, "composition": { "camera_angle": "Low-angle, slightly upward", "framing": "Full body (head to toe)", "depth_of_field": "Deep focus", "focal_point": "Face and upper torso", "balance": "Asymmetrical with graphics filling negative space" }, "subject": { "identity_source": "Attached reference image", "gender": "Male", "pose": "Standing with relaxed confidence, body angled slightly right, head tilted slightly left, one hand raised near the face, legs casually crossed", "expression": "Neutral, confident, calm", "face_constraints": { "glasses": "Round black eyeglasses", "facial_hair": "Trimmed beard", "hair": "Short, slightly tousled", "must_match_reference": true } }, "wardrobe": { "style": "Monochromatic blue streetwear", "upper_body": "Blue fleece-style jacket worn open", "inner_layer": "Blue t-shirt with large white abstract graphic symbol", "lower_body": "Dark blue denim jeans with visible white contrast stitching and rolled cuffs", "footwear": "Clean white low-top sneakers" }, "graphic_elements": { "style": "Hand-drawn white vector doodles", "elements": [ "Microphone outline near raised hand", "Boombox line-art floating to the side", "Radiating sound or motion lines around head", "Cracked ground illustration beneath feet" ], "background_graphics": "Abstract blue liquid shapes layered behind the subject" }, "background_details": { "color": "Solid bright blue", "texture": "Flat, uniform", "lighting_behavior": "Even, shadow-free background" }, "reconstruction_notes": { "mandatory": [ "Exact facial identity match from reference image", "Full-body pose", "Blue-on-blue color harmony", "White doodle overlays", "Sharp separation between photo and vector layers" ], "do_not_copy_from_reference": [ "Clothing", "Pose", "Lighting", "Background" ], "intended_use": "High-impact editorial image or start frame for image-to-video animation" } }

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "{ \"meta\": { \"image_quality\": \"High\", \"image_type\": \"Mixed Media (Photography + Vector Illustration)\", \"reference_image_usage\": \"Use the attached image strictly for facial identity matching only. Face shape, beard, glasses, eyes, nose, lips, and hair texture must match exactly. Do not copy clothing, lighting, or background from the reference.\", \"resolution_estimation\": \"High resolution, sharp vector edges\", \"file_characteristics\": { \"compression_artifacts\": \"Low\", \"noise_level\": \"None\", \"lens_type_estimation\": \"Standard portrait look (35–50mm equivalent)\" } }, \"global_context\": { \"scene_description\": \"A full-body studio portrait of a young man in a dynamic, confident pose against a solid bright blue background. The image blends realistic photography with white hand-drawn vector doodles and abstract blue liquid shapes, creating a modern street-art editorial look.\", \"environment_type\": \"Studio / Graphic Design Composition\", \"atmosphere\": \"Energetic, urban, creative, cool\", \"lighting\": { \"source\": \"Artificial studio lighting\", \"direction\": \"Front-right dominant\", \"quality\": \"Soft and diffused\", \"color_temperature\": \"Neutral white\" }, \"color_palette\": { \"dominant_colors\": [ \"Bright blue background\", \"Deep blue clothing\", \"White graphic accents\" ], \"contrast_level\": \"High\" } }, \"composition\": { \"camera_angle\": \"Low-angle, slightly upward\", \"framing\": \"Full body (head to toe)\", \"depth_of_field\": \"Deep focus\", \"focal_point\": \"Face and upper torso\", \"balance\": \"Asymmetrical with graphics filling negative space\" }, \"subject\": { \"identity_source\": \"Attached reference image\", \"gender\": \"Male\", \"pose\": \"Standing with relaxed confidence, body angled slightly right, head tilted slightly left, one hand raised near the face, legs casually crossed\", \"expression\": \"Neutral, confident, calm\", \"face_constraints\": { \"glasses\": \"Round black eyeglasses\", \"facial_hair\": \"Trimmed beard\", \"hair\": \"Short, slightly tousled\", \"must_match_reference\": true } }, \"wardrobe\": { \"style\": \"Monochromatic blue streetwear\", \"upper_body\": \"Blue fleece-style jacket worn open\", \"inner_layer\": \"Blue t-shirt with large white abstract graphic symbol\", \"lower_body\": \"Dark blue denim jeans with visible white contrast stitching and rolled cuffs\", \"footwear\": \"Clean white low-top sneakers\" }, \"graphic_elements\": { \"style\": \"Hand-drawn white vector doodles\", \"elements\": [ \"Microphone outline near raised hand\", \"Boombox line-art floating to the side\", \"Radiating sound or motion lines around head\", \"Cracked ground illustration beneath feet\" ], \"background_graphics\": \"Abstract blue liquid shapes layered behind the subject\" }, \"background_details\": { \"color\": \"Solid bright blue\", \"texture\": \"Flat, uniform\", \"lighting_behavior\": \"Even, shadow-free background\" }, \"reconstruction_notes\": { \"mandatory\": [ \"Exact facial identity match from reference image\", \"Full-body pose\", \"Blue-on-blue color harmony\", \"White doodle overlays\", \"Sharp separation between photo and vector layers\" ], \"do_not_copy_from_reference\": [ \"Clothing\", \"Pose\", \"Lighting\", \"Background\" ], \"intended_use\": \"High-impact editorial image or start frame for image-to-video animation\" } }"
}
JSON
IM
Image
Photography gpt-image-2

{ "type": "image_generation_prompt", "style": "photoreal...

{ "type": "image_generation_prompt", "style": "photorealistic cinematic street photography, documentary aesthetic", "resolution": "ultra-high resolution", "identity_preservation": { "use_reference_image": true, "alter_face": false, "strict_identity_lock": true, "notes": "Use the uploaded reference image as the compositional base. Replace the central character with the woman from the reference image, preserving exact facial structure, skin texture, lighting direction, shadows, depth of field, angle, and emotional expression. No distortions, no artifacts, no skin tone mismatch." }, "subject": { "gender": "female", "appearance": { "hair": "bald (as in the original composition)", "age": "adult", "expression": "calm, introspective, emotionally neutral", "skin": "realistic texture with natural pores and tones" }, "pose": { "position": "standing still in the center of a busy urban crosswalk", "action": "gently smelling a flower held near the face", "posture": "upright, relaxed, perfectly static" }, "wardrobe": { "outerwear": "dark minimalist blazer", "top": "black shirt" } }, "environment": { "location": "busy urban pedestrian crosswalk", "atmosphere": "metropolitan street scene", "crowd": { "behavior": "people moving rapidly around the subject", "effect": "motion blur from long exposure" } }, "lighting": { "type": "natural daylight", "conditions": "overcast sky", "quality": "soft, diffused light", "effects": [ "realistic skin tones", "no artificial highlights", "natural shadows" ] }, "cinematic_effects": { "long_exposure": true, "subject_clarity": "central subject perfectly sharp", "surroundings": "crowd blurred with motion", "mood": "isolation and stillness amid chaos" }, "color_grading": { "palette": [ "cool grays", "muted browns", "soft blacks" ], "saturation": "desaturated", "style": "professional cinematic grading" }, "camera": { "lens_look": "85mm", "depth_of_field": "shallow", "grain": "realistic film grain", "perspective": "identical to original reference image" }, "quality_constraints": [ "no facial deformation", "no AI artifacts", "no artificial lighting effects", "perfect facial integration", "consistent shadows and perspective" ], "output_goal": "Create a photorealistic, cinematic street photograph featuring a woman standing still in a busy crosswalk, smelling a flower, with long-exposure motion blur around her, preserving the exact realism, lighting, depth, and emotional tone of the original reference image." }

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "{ \"type\": \"image_generation_prompt\", \"style\": \"photorealistic cinematic street photography, documentary aesthetic\", \"resolution\": \"ultra-high resolution\", \"identity_preservation\": { \"use_reference_image\": true, \"alter_face\": false, \"strict_identity_lock\": true, \"notes\": \"Use the uploaded reference image as the compositional base. Replace the central character with the woman from the reference image, preserving exact facial structure, skin texture, lighting direction, shadows, depth of field, angle, and emotional expression. No distortions, no artifacts, no skin tone mismatch.\" }, \"subject\": { \"gender\": \"female\", \"appearance\": { \"hair\": \"bald (as in the original composition)\", \"age\": \"adult\", \"expression\": \"calm, introspective, emotionally neutral\", \"skin\": \"realistic texture with natural pores and tones\" }, \"pose\": { \"position\": \"standing still in the center of a busy urban crosswalk\", \"action\": \"gently smelling a flower held near the face\", \"posture\": \"upright, relaxed, perfectly static\" }, \"wardrobe\": { \"outerwear\": \"dark minimalist blazer\", \"top\": \"black shirt\" } }, \"environment\": { \"location\": \"busy urban pedestrian crosswalk\", \"atmosphere\": \"metropolitan street scene\", \"crowd\": { \"behavior\": \"people moving rapidly around the subject\", \"effect\": \"motion blur from long exposure\" } }, \"lighting\": { \"type\": \"natural daylight\", \"conditions\": \"overcast sky\", \"quality\": \"soft, diffused light\", \"effects\": [ \"realistic skin tones\", \"no artificial highlights\", \"natural shadows\" ] }, \"cinematic_effects\": { \"long_exposure\": true, \"subject_clarity\": \"central subject perfectly sharp\", \"surroundings\": \"crowd blurred with motion\", \"mood\": \"isolation and stillness amid chaos\" }, \"color_grading\": { \"palette\": [ \"cool grays\", \"muted browns\", \"soft blacks\" ], \"saturation\": \"desaturated\", \"style\": \"professional cinematic grading\" }, \"camera\": { \"lens_look\": \"85mm\", \"depth_of_field\": \"shallow\", \"grain\": \"realistic film grain\", \"perspective\": \"identical to original reference image\" }, \"quality_constraints\": [ \"no facial deformation\", \"no AI artifacts\", \"no artificial lighting effects\", \"perfect facial integration\", \"consistent shadows and perspective\" ], \"output_goal\": \"Create a photorealistic, cinematic street photograph featuring a woman standing still in a busy crosswalk, smelling a flower, with long-exposure motion blur around her, preserving the exact realism, lighting, depth, and emotional tone of the original reference image.\" }"
}
JSON
IM
Image
Photography gpt-image-2

Ultra-realistic photo featuring a young man (insert user’s p...

Ultra-realistic photo featuring a young man (insert user’s photo) in perfect detail, preserving 100% of his facial features, wearing warm winter clothing suitable for the penguins’ icy habitat (thick jacket, scarf, gloves, beanie). The man is interacting naturally with penguins in their snowy and icy environment (snow, ice, rocks, frozen water reflections). Include natural and spontaneous photo poses: – sitting on a rock while touching a penguin

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Ultra-realistic photo featuring a young man (insert user’s photo) in perfect detail, preserving 100% of his facial features, wearing warm winter clothing suitable for the penguins’ icy habitat (thick jacket, scarf, gloves, beanie). The man is interacting naturally with penguins in their snowy and icy environment (snow, ice, rocks, frozen water reflections). Include natural and spontaneous photo poses: – sitting on a rock while touching a penguin"
}
JSON
IM
Image
Photography gpt-image-2

Transform this image [UPLOAD YOUR IMAGE] into a 64K DSLR-qua...

Transform this image [UPLOAD YOUR IMAGE] into a 64K DSLR-quality shot resolution Ultra-hyperrealistic cinematic Create a photorealistic, beauty portrait in a vertical 4:5 frame, captured as a tight close-up to extreme close-up. The framing focuses primarily on the face - from just above the forehead to slightly below the lips — with minimal negative space. The camera is positioned mid-close to the subject (same face as the uploaded

View API Code
curl -X POST https://runapi.ai/api/v1/gpt_image_2/text_to_image \
  -H "Authorization: Bearer $RUNAPI_KEY" \
  -H "Content-Type: application/json" \
  --data-binary @- <<'JSON'
{
  "model": "gpt-image-2",
  "prompt": "Transform this image [UPLOAD YOUR IMAGE] into a 64K DSLR-quality shot resolution Ultra-hyperrealistic cinematic Create a photorealistic, beauty portrait in a vertical 4:5 frame, captured as a tight close-up to extreme close-up. The framing focuses primarily on the face - from just above the forehead to slightly below the lips — with minimal negative space. The camera is positioned mid-close to the subject (same face as the uploaded"
}
JSON
FAQ

Working with Image prompts

What makes a good %{model} prompt?

A useful %{model} prompt names the subject, style, constraints, and output intent clearly. The examples here are short enough to copy, but specific enough for an agent or backend job to preserve the generation goal.

Can I reuse these prompts across models?

Often, yes. Start with a prompt in this modality, then adjust model-specific fields such as aspect ratio, duration, voice settings, or style controls. The detail page shows any saved parameters next to the prompt text.

Where do I find the right model slug?

Every card shows the RunAPI model slug. Open the model page when you want only examples for one model, or follow the model catalog link for pricing and capability details before making a request.

Can agents call these prompts directly?

Yes. After installing the RunAPI MCP Server, paste the agent instruction from a prompt detail page. The page keeps the prompt text, model slug, and endpoint path together so the agent has enough context.