Grok Imagine Image vs Seedream 4.0
Head-to-head across 17 challenges
Grok Imagine Image
46.4%
win rate
Ties
0.0%
Seedream 4.0
53.6%
win rate
Challenge Results
Modern Clean Menu
Text-to-Image“Modern minimalist restaurant menu design, white background with colorful food photos in grid, sections for appetizers/pizza/mains, bold sans-serif fonts, vibrant accents, clean professional layout for casual dining.”
AI Judge Analysis
Grok Imagine Image
- + Excellent adherence to the full menu design concept including layout and typography.
- + Effective use of white space and professional grid alignment for a real-world feel.
- + Clear separation of sections for appetizers, pizza, and mains as requested.
- − Nonsense 'lorem ipsum' style text for descriptions.
- − Some repetition of dish names in the item lists.
Seedream 4.0
- + Crisp, high-quality food photography.
- + Strong, bold sans-serif font for category headers.
- − Fails to create an actual 'menu' layout, producing just a collage of photos.
- − Missing item names, prices, and descriptions.
- − Poor composition with awkward white space and cut-off headers.
Verdict: Grok Imagine produced a complete, professional-looking menu layout that logically integrates all requested sections and elements. Seedream 4.0 failed to deliver a menu design, instead providing a simple grid of food photos with disconnected labels. Grok Imagine is the clear winner for following the complex structural requirements of the prompt.
Candid Street Photography
Text-to-Image“A candid street photo of an elderly Japanese man repairing a red bicycle in light rain, reflections on wet pavement, shallow depth of field, 50mm lens, natural skin texture, imperfect framing, motion blur from passing cars, cinematic but realistic, no stylization.”
AI Judge Analysis
Grok Imagine Image
- + Excellent depiction of motion blur with a passing car.
- + Authentic street photography feel with an 'imperfect' 50mm composition.
- + Realistic lighting and wet pavement textures.
- − The subject's face is obscured and looking away.
- − The bicycle details are somewhat simplified.
Seedream 4.0
- + Clearly visible subject with aged skin texture.
- + Included tools on the ground which enhances the storytelling of 'repairing'.
- + Stronger reflections on the wet pavement.
- − The motion blur on the car looks a bit artificial/smudged.
- − Anatomical issues with the subject's left hand and fingers.
- − The bicycle structure is slightly nonsensical around the chain guard area.
Verdict: Grok Imagine Image captures the 'candid street photo' aesthetic much more convincingly, feeling like a real shot taken in a Japanese city with naturalistic motion blur and framing. Seedream 4.0 provides a more detailed look at the man and his tools, but suffers from significant AI artifacts in the hands and bicycle geometry which breaks the realism requested in the prompt.
Geometric Composition
Text-to-Image“A glass cube on a wooden table. Inside the cube is a small blue sphere. On top of the cube sits a red book. A green plant is behind the cube, partially visible through the glass. Soft window light from the left.”
AI Judge Analysis
Grok Imagine Image
- + Excellent photographic realism with high-quality textures on the wood and book.
- + Beautiful light refraction and caustic effects on the table surface.
- + Physically plausible glass thickness and realistic plant visibility.
- − The sphere is floating in the center without support, which lacks physical realism.
- − The 'cube' has very rounded edges, making it look more like a glass block or thick frame.
Seedream 4.0
- + Clearly follows all spatial requirements of the prompt.
- + Stronger 'cube' shape with distinct corners and edges.
- + Good use of reflections on the bottom surface of the cube.
- − The plant appears to be inside the cube's volume rather than behind it.
- − The lighting is somewhat flat compared to Model A.
- − The blue sphere's texture looks a bit more digital/less realistic.
Verdict: Grok Imagine Image produces a significantly more realistic and aesthetically pleasing photograph with superior lighting and textures. While Seedream 4.0 follows the 'cube' instruction more literally, it fails the spatial logic by placing the plant inside the glass, whereas Grok Imagine Image handles the layering and refraction perfectly.
Man and Car in California
Editing“Make a photo of the man driving the car down the California coastline”
AI Judge Analysis
Grok Imagine Image
- + Successfully placed the car on a California coastal road.
- + Preserved the white Rolls Royce model and color accurately.
- + High resolution and clear lighting.
- − Completely failed to use the man from the second source image, substituting him with a generic older white male driver.
- − The car's headlights and bumper details shifted slightly from the original car image.
Seedream 4.0
- + Successfully combined both source images by putting the specific man from the photo into the car.
- + Preserved the man's identity, hair, and clothing (scarf and plaid coat) accurately.
- + Maintained the correct car model and coastal setting requested.
- − The driver's size relative to the car is slightly small.
- − Minor artifacts on the man's hands on the steering wheel.
Verdict: Seedream 4.0 is the clear winner as it followed the multi-image editing instruction by correctly placing the man from the second source image into the car. Grok Imagine Image ignored the second source image entirely, replacing the subject with a random person, which fails the primary requirement of the edit.
Bald man challenge
Editing“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”
AI Judge Analysis
Grok Imagine Image
- + Successfully added a realistic natural head of hair that matches the person's age and existing beard texture.
- + Excellent preservation of the original facial features, glasses, clothing, and background environment.
- + The hairline and blending around the ears look seamless and natural.
- − The resolution of the hair texture is slightly softer compared to the original beard sharpness.
Seedream 4.0
- + Followed the instruction to provide a 'full, thick' head of hair.
- + Maintained the core composition and features of the source image.
- − The hair appears like a wig or helmet, lacking a natural hairline and realistic blending with the head.
- − The hair texture is overly uniform and does not match the more rugged, salt-and-pepper texture of the beard.
- − The added volume significantly alters the head shape in an unrealistic way.
Verdict: Grok Imagine Image provided a much more realistic and high-quality edit, adding hair that looks like it belongs to the subject while perfectly preserving his identity and the original image's lighting. Seedream 4.0 followed the prompt's request for thickness but produced an unnatural, wig-like result with a poorly integrated hairline.
Isometric Miniature Diorama Scenes
Text-to-Image“Create a clear, 45° top-down isometric miniature 3D cartoon scene of Japan's signature dish: sushi, with soft refined textures, realistic PBR materials, gentle lighting, on a small raised diorama base with minimal garnish and plate. Solid light blue background. At top-center: 'JAPAN' in large bold text, 'SUSHI' below it, small flag icon. Perfectly centered, ultra-clean, high-clarity, square format.”
AI Judge Analysis
Grok Imagine Image
- + Perfect 45° isometric perspective
- + Clean, bold, and well-proportioned typography
- + Strong miniature diorama aesthetic with the blue block base
- − Texture on the fish is a bit flat and plastic-looking
- − The plate feels slightly disconnected from the base due to the shadow distance
Seedream 4.0
- + Excellent PBR material rendering, particularly on the salmon and roe
- + Sophisticated miniature platter design with the bamboo mat
- + Natural soft lighting and high-quality textures
- − Perspective is more 3/4 view than the requested 45° top-down isometric
- − The flag icon is placed oddly next to 'SUSHI' instead of being integrated centrally
- − Text rendering is slightly less sharp than Model A
Verdict: Grok Imagine Image followed the 'isometric' and 'top-center text' instructions more precisely, resulting in a cleaner graphic design. However, Seedream 4.0 produced much higher quality textures and more realistic PBR materials, making the food look significantly more appealing and high-end. Seedream 4.0 is the winner due to its superior visual quality and artistic execution of the miniature theme.
Night Sky Transformation
Editing“Change the scene to night: a deep, dark sky with subtle, glistening stars visible behind the mountain.”
AI Judge Analysis
Grok Imagine Image
- + Excellent source preservation, maintaining identical town and mountain geometry.
- + Detailed, glistening star field that fills the sky naturally.
- + Effective color grading change from sunset to deep night while keeping highlights realistic.
- − The sky is slightly bright for 'deep, dark night', leaning more towards a long-exposure look.
Seedream 4.0
- + Successfully creates a 'deep, dark sky' with higher contrast.
- + Maintains the structural integrity of the town and landscape from the original image.
- + Subtle star placement is aesthetically pleasing.
- − Fewer stars than Model A, making the 'glistening' effect less pronounced.
- − Slightly less clarity in the foreground grass textures compared to Model A.
Verdict: Both models performed exceptional image editing, perfectly preserving the complex details of the town and the Matterhorn. Grok Imagine Image is the winner because the 'glistening stars' requested in the prompt are much more visible and better integrated across the sky, whereas Seedream 4.0 has relatively sparse star coverage. Grok managed to change the atmosphere to night while retaining a higher level of textural detail in the shadows.
Adorable Baby Animals in Sunny Meadow
Text-to-Image“Hyper-photorealistic scene of fluffy baby animals—a golden retriever puppy, tabby kitten, baby bunny, and red fox kit—with big expressive eyes and ultra-detailed soft fur, playfully chasing butterflies and tumbling together in a lush wildflower meadow, warm golden sunrise light with god rays and dew sparkles, joyful wholesome vibe, 8K masterpiece.”
AI Judge Analysis
Grok Imagine Image
- + Captures the 'god rays' lighting effect very effectively.
- + The animals have a soft, 'fluffy' texture that fits the prompt well.
- + Clean composition with a clear focus on all four requested animals.
- − The animals are mostly static and 'posing' rather than 'playfully chasing' or 'tumbling'.
- − The butterflies are tiny and poorly defined, almost looking like insects or artifacts.
- − The fox kit looks slightly generic and less distinct from the kitten in style.
Seedream 4.0
- + Excellent adherence to the 'playfully chasing' and 'tumbling' aspects of the prompt.
- + High level of realism in animal anatomy and fur texture, especially the red fox kit.
- + Very detailed butterflies and beautifully rendered dew sparkles throughout the meadow.
- − The kitten's pose and anatomy are a bit awkward with its limbs splayed out.
- − The lighting is slightly more washed out compared to the dramatic rays in the other image.
Verdict: Seedream 4.0 is the superior choice because it accurately captures the dynamic action requested in the prompt, showing the animals actually playing and interacting. While Grok Imagine produced a beautiful, high-contrast image, it failed to depict the movement of chasing and tumbling, resulting in a static group portrait with poorly rendered butterflies.
Over-the-top cartoon caricature
Editing“Create a caricature of me and my job. Make it exaggerated and humorous, incorporating my profession as a tv show anchor and my love for dogs and hockey.”
AI Judge Analysis
Grok Imagine Image
- + Excellent caricature style with a classic 'big head' and 'small body' aesthetic.
- + Highly creative integration of all themes, including dogs on skates and a hockey arena backdrop.
- + Clear and professional text rendering on the desk and props.
- − The facial likeness is somewhat generic and loses some of the specific features of the source image.
Seedream 4.0
- + Maintains a much stronger facial resemblance to the woman in the source image.
- + Preserves the original background setting (living room) while overlaying the news desk.
- + Cleverly retains the denim shirt from the original image but modifies it for the hockey theme.
- − The hockey element (stick and jersey) is slightly cut off at the bottom and less integrated into the scene.
- − The perspective of the news desk is a bit awkward relative to the character.
Verdict: Both models followed the instructions well, but took different approaches. Grok Imagine Image created a more traditional caricature in a completely new, highly stylized environment that masterfully blended all requested themes into a cohesive scene. Seedream 4.0 preserved the source image's identity and clothing much better, making it feel like a more personal edit, though the composition of the new elements is less polished than its competitor. Grok Imagine Image is the winner for its superior artistic execution of the 'caricature' concept.
Victorian Greenhouse Oasis
Text-to-Image“Hyper-photorealistic interior of a lush Victorian glass greenhouse filled with exotic tropical plants, vibrant blooming orchids, tall ferns, colorful butterflies in flight, sunlight filtering through ornate glass roof creating realistic caustics and dew on leaves, intricate iron framework visible, misty atmosphere, 8K masterpiece.”
AI Judge Analysis
Grok Imagine Image
- + Excellent rendering of the intricate Victorian ironwork and gothic-inspired glass architecture.
- + Bountiful and diverse plant life with sharp, clear details on the foreground leaves.
- + Very high resolution and clarity throughout the entire composition.
- − The butterflies appear flat, repetitive, and lack realistic interaction with the lighting.
- − The lighting feels somewhat artificial, like a digital illustration rather than a photograph.
- − Despite the prompt, there is a lack of visible dew or water droplets on the leaves.
Seedream 4.0
- + Achieves a more realistic photographic look with natural light shafts and a convincing misty atmosphere.
- + Successfully incorporates realistic dew and water droplets on the orchids and leaves as requested.
- + The butterfly placement and motion blur feel more integrated into a real 3D space.
- − The background glass structure and ironwork are quite blurry and lack the 'intricate' detail requested.
- − The image has a lower perceived sharpness compared to Model A, particularly in the mid-ground.
- − Some areas of the foliage at the edges are muddy and lack definition.
Verdict: Grok Imagine excels at the architectural and structural details of the greenhouse with incredible clarity and sharpness, but it feels more like a digital painting. Seedream 4.0 much better captures the 'photorealistic' and 'misty' atmosphere of the prompt, including the specific request for dew, even though it sacrifices background detail to achieve a shallow depth-of-field effect. Seedream 4.0 is the preferred choice for its superior atmosphere and adherence to the physics of light and moisture requested.
Heroic Super Hero Portrait
Text-to-Image“Hyper-photorealistic full-body portrait of a female superhero standing triumphantly on a New York skyscraper rooftop at golden sunset, wearing a classic modest superhero costume with flowing cape, chest emblem, gloves, and boots in red and blue colors, practical design, short hair, strong determined heroic expression looking into the distance, powerful confident stance with hands on hips and cape billowing dramatically in the wind, detailed urban cityscape background, warm natural sunlight with sharp shadows and fabric highlights, ultra-sharp textures on suit, hair, and concrete, 8K masterpiece, empowering family-friendly style.”
AI Judge Analysis
Grok Imagine Image
- + Excellent dramatic silhouette with the cape
- + Very clean and sharp rendering of the character
- + Strong heroic profile and posture
- − The background buildings look generic and lack the specific detail of New York
- − Lighting on the character is a bit flat compared to the bright sunset
Seedream 4.0
- + Highly detailed urban background clearly showcasing New York (Empire State Building)
- + Superior lighting with realistic golden hour shadows and highlights on the costume
- + Costume texture and material looks more practical and realistic
- − The character's face is slightly smaller and less defined than in Model A
- − The hands on hips pose is slightly less symmetrical than Model A
Verdict: Both models followed the prompt well, but Seedream 4.0 is the winner due to its superior environmental detail and lighting. While Grok Imagine produced a clean character, Seedream 4.0 captured the specific 'New York' request and applied more realistic golden hour lighting to the suit's textures.
Intricate Floral Mandala
Text-to-Image“Perfectly symmetrical mandala made entirely of real flowers, petals, leaves, fruits, and seeds in vibrant natural colors, intricate layered patterns with radial symmetry, top-down view on a soft neutral background, hyper-detailed organic textures and subtle shadows, photorealistic, 8K masterpiece.”
AI Judge Analysis
Grok Imagine Image
- + Excellent adherence to the 'perfectly symmetrical' requirement.
- + Composed of a wide variety of clearly identifiable botanical elements like seeds, berries, and petals.
- + Very high clarity and sharp focus throughout the entire image.
- − The arrangement feels slightly more digital/calculated than organic.
- − The edges of some leaves look a bit sharp/flat.
Seedream 4.0
- + Beautiful painterly lighting and soft shadows that give a strong sense of depth.
- + Includes larger, realistic fruits like apples and plums as requested.
- + Achieves a very natural and organic aesthetic.
- − Fails the 'perfectly symmetrical' prompt, with many asymmetrical elements on the outer ring.
- − The center of the mandala is somewhat messy and lacks clear definition.
- − Some fruits appear to be morphing into each other at the edges.
Verdict: Grok Imagine Image followed the technical requirements of the prompt much better, specifically regarding the 'perfect symmetry' and 'radial' patterns which are essential for a mandala. While Seedream 4.0 had more atmospheric lighting and a more natural color palette, its lack of symmetry and the cluttered nature of the central patterns made it less successful in capturing the requested structure.
Studio Ghibli Anime Style
Editing“Transform this photo into a Studio Ghibli–inspired illustration. Use soft pastel colors, hand-painted textures, gentle lighting, dreamy backgrounds, and a warm, nostalgic mood”
AI Judge Analysis
Grok Imagine Image
- + Excellent preservation of the original composition and poses.
- + Captures the anime aesthetic while maintaining detailed facial expressions.
- + The background remains true to the original setting while acquiring a hand-painted look.
- − The lighting is a bit flat compared to the 'dreamy' request.
- − The man's facial hair is a bit more realistic than standard Ghibli character designs.
Seedream 4.0
- + Strong adherence to the 'soft pastel' and 'water-color' texture requests.
- + Character designs are very reminiscent of Ghibli's simpler human sketches.
- + Successfully creates a dreamy, nostalgic atmosphere through color.
- − Loses almost all background detail from the source image, replacing it with abstract washes.
- − The facial expressions are significantly weakened compared to the iconic source image.
- − The hand of the woman in the red dress is poorly formed/blended.
Verdict: Grok Imagine Image is the superior technical edit because it manages to translate the scene into an anime style while perfectly preserving the composition, poses, and character likenesses that make the 'distracted boyfriend' meme recognizable. Seedream 4.0 captures a more authentic Ghibli watercolor texture and pastel palette, but it fails as an image editor by completely removing the background context and losing the intensity of the characters' expressions.
Neutral Expression to Genuine Smile
Editing{
"action": "image_edit",
"reference": "uploaded neutral portrait",
"change": "Warm genuine Duchenne smile: lips curved up, slight natural teeth, soft eye crinkles, subtle cheek raise",
"details": "Realistic smiling skin (dimples if present, soft cheek shadows), slightly brighter eyes; keep exact eye shape/color/iris",
"preserve_exact": "Face identity/structure, eyes/nose/lips/eyebrows, hair, skin texture/pores/freckles, makeup, clothing, head pose, background, lighting, shadows, framing",
"no_changes": "No face shape change, no new features, no gaze shift, no hair/clothing/lighting/background edits",
"style": "Ultra-photorealistic 8K portrait, sharp face focus, natural soft lighting, realistic skin glow"
}
AI Judge Analysis
Grok Imagine Image
- + Perfect preservation of the original image's texture and detail
- + Captures a very subtle, realistic Duchenne smile with natural skin folding
- + Maintains the exact lighting and background including all minor hair strands
- − The smile is a bit more conservative than the 'natural teeth' request might imply
Seedream 4.0
- + Successfully introduces a wider smile with visible teeth as requested
- + Good eye crinkles and cheek raising following the Duchenne smile instruction
- − Softens the overall skin texture, losing the high-resolution pores and freckles from the original
- − Slightly alters the nose shape and chin line during the edit
Verdict: Grok Imagine Image provides a superior edit by perfectly preserving the original image's fidelity, including the exact skin texture, lighting, and fine hair details, while successfully applying a realistic smile. Seedream 4.0 delivers a more expressive smile but at the cost of significant smoothing and loss of detail across the entire face, resulting in a lower-quality image compared to the source.
Golden Hour Stroll
Editing“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”
AI Judge Analysis
Grok Imagine Image
- + Excellent preservation of the source image subject and background.
- + Successfully adds a large quantity of leaves to create a sense of motion.
- + Modifies hair and dog's ears to reflect wind direction.
- − The leaves look a bit like stickers layered on top rather than integrated into the scene.
- − The leaves are mostly orange/autumnal, which clashes slightly with the green summer trees.
Seedream 4.0
- + Natural-looking hair motion that feels very dynamic.
- + Integration of leaves includes motion blur, enhancing the 'windy' feel.
- + Maintains the lighting and color balance of the original image.
- − Fewer leaves than Model A, making the effect slightly more subtle.
- − Minor softening of facial details compared to the source.
Verdict: Both models followed the instructions well, preserving the original scene while adding wind and leaves. Grok Imagine Image added significantly more leaves, but they feel like static overlays. Seedream 4.0 is the winner because it applied motion blur to the blowing leaves and more realistic movement to the hair, resulting in a more cohesive and convincing 'dynamic' feel.
Vintage Cafe Logo
Text-to-Image“Vintage minimalist restaurant logo for "Caffè Florian", retro cloche dome with steam and "Est. 1720" banner, classic typography, warm brown and cream tones, subtle texture on light background, vector emblem style.”
AI Judge Analysis
Grok Imagine Image
- + Excellent typography with correct accents and modern serif choice.
- + Clean vector-style execution with high contrast.
- + Innovative integration of coffee-related shapes into the cloche illustration.
- − Redundant text with 'Est. 1720' appearing twice.
- − The banner element is more of a decorative block than a traditional ribbon banner.
Seedream 4.0
- + Perfect adherence to the 'banner' and 'cloche with steam' request.
- + Excellent vintage paper texture and warm color palette.
- + Accurate typography including the correct accent on 'Caffè'.
- − The steam is a bit small relative to the cloche.
- − Layout is standard and less creative than the competitor.
Verdict: Grok Imagine Image provides a very sharp and professional vector graphic with clever hidden coffee imagery, though it repeats the date text. Seedream 4.0 captures the requested 'vintage' and 'banner' aesthetics more faithfully with a beautiful paper texture and a more cohesive emblem layout. Seedream 4.0 is preferred for its better interpretation of the requested banner and overall balanced composition.
Apollo 11: Journey to Tranquility
Text-to-Image“Create a clean, modern vector infographic poster about the Apollo 11 mission. NASA-inspired palette (navy, white, muted red, light gray). Flat-vector style, crisp lines, consistent iconography, subtle gradients only. Steps (stop at landing): 1. Launch (Saturn Vicon) 2. Earth Orbit (Earth + orbit ring icon) 3. Translunar (trajectory arc icon) 4. Lunar Orbit (Moon + orbit ring icon) 5. Descent (lunar module descending icon) 6. Landing (lunar module on the surface icon) Small supporting elements (minimal text): • Crew strip: three silhouette icons with only last names: Armstrong, Aldrin, Collins. • Landing site marker: Moon pin labeled "Tranquility" only. Layout constraints: generous margins, large readable labels, clean background with subtle stars. Vector-only, print-poster look, high resolution.”
AI Judge Analysis
Grok Imagine Image
- + Successfully follows the requested palette and flat-vector style.
- + Contains all 6 requested steps with clear, distinct icons for each.
- + Text rendering is reasonably clear and names the crew correctly.
- − Layout is a bit cluttered with inconsistent spacing between steps.
- − Some minor spelling artifacts in technical terms like '3rajcoory'.
Seedream 4.0
- + Very clean, linear timeline composition that is easy to read.
- + Excellent flat-vector icon design that feels modern and professional.
- + Text is sharp and accurately rendered for the mission title and lunar location.
- − Missing a distinct icon for step 5 (Descent), using the same lunar module for both 5 and 6.
- − The Saturn V rocket illustration is slightly less 'NASA' in feel compared to Model A.
Verdict: Both models followed the prompt well, but Grok Imagine Image (Model A) adhered more strictly to the content requirements by providing six distinct icons for the six steps, whereas Seedream 4.0 (Model B) skipped a unique visual for the descent phase. However, Seedream 4.0 produced a much more sophisticated and professional layout typical of a modern infographic.
Grok Imagine Image
An image generation model by xAI designed to generate highly aesthetic images from text descriptions.
Seedream 4.0
ByteDance's image generation model with integrated text-to-image and image editing capabilities in a unified architecture, supporting up to 4K resolution