xAI's premium image generation model offering higher fidelity output and stronger performance on single-image editing benchmarks compared to the standard Grok Imagine model
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
Grok Imagine Image Pro
#17 of 62 in Text-to-Image
Stable Diffusion 3.5 Large
#30 of 62 in Text-to-Image
Where the votes landed
Grok Imagine Image Pro
50.0%
win rate
Ties
10.0%
Stable Diffusion 3.5 Large
40.0%
win rate
Challenge by challenge
The strongest take from each model on every shared challenge, with the AI judge's read.
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 Pro
- + Perfect adherence to the spatial requirements of the prompt.
- + Superior lighting and texture, especially the wood grain and book cover.
- + Excellent handling of refractions within the glass cube.
- − The plant is more 'next to' than 'behind' the cube, though still visible through the side glass.
Stable Diffusion 3.5 Large
- + Clean glass aesthetics and sharp geometry.
- + Strong adherence to the 'visible through the glass' instruction for the plant.
- − Failed the spatial positioning by putting the book inside the cube instead of on top.
- − The blue sphere appears to be floating unnaturally on top of the book.
Verdict: Grok Imagine Image Pro followed all spatial instructions perfectly, placing the sphere inside and the book on top of the cube. Stable Diffusion 3.5 Large failed the layout by placing the book inside the cube and the sphere on top of the book, creating an illogical composition.
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 Pro
- + Excellent anatomical accuracy in the hands and facial features.
- + Realistic mechanical interaction between the wrench and the bicycle.
- + Superior rendering of wet pavement and reflections with soft bokeh.
Stable Diffusion 3.5 Large
- + Stronger atmospheric effect with visible raindrops and more pronounced wetness.
- + Dynamic composition with better use of motion blur in the background.
- + Good skin texture on the arms and neck.
- − Anatomical issues where the hands blend into the bicycle frame.
- − The bicycle's structure is physically inconsistent, especially the pedals and frame joints.
- − Muddier facial details compared to the other model.
Verdict: Grok Imagine Image Pro is the winner due to its superior anatomical and mechanical realism; the man's hands correctly hold a tool and interact with the bike in a believable way. While Stable Diffusion 3.5 Large captures a more intense rainy atmosphere, it fails on technical details, resulting in warped hands and a nonsensical bicycle structure.
Fantasy Warrior
Text-to-Image“Close portrait of a battle-worn paladin in ornate engraved plate armor, hair braided with small beads, faint scars and dirt on the skin, warm torchlight reflecting off metal, shallow depth of field, bokeh sparks, lifelike eyes, highly detailed texture on leather straps and cloth underlayer.”
AI Judge Analysis
Grok Imagine Image Pro
- + Excellent adherence to the 'beads in hair' prompt which are clearly visible.
- + Very detailed engraving on the armor with legible Latin text ('Lux in tenebris').
- + Superior lighting and bokeh effect with vibrant sparks that feel integrated into the scene.
- − The character's skin looks slightly smoothed and 'perfect' despite the added scars and dirt.
- − The composition is very centered and traditional.
Stable Diffusion 3.5 Large
- + Excellent texture on the chainmail and cloth underlayers.
- + The facial skin texture feels more gritty and realistic for a battle-worn character.
- + Good sense of depth with the blurred army in the background.
- − Failed to include the requested beads in the braided hair.
- − The armor engraving is a bit muddy and less distinct than the other model.
- − The sparks/bokeh are less prominent and colorful than requested.
Verdict: Grok Imagine Image Pro followed the prompt more closely, specifically including the requested hair beads and creating a much more 'ornate' look for the armor with impressive text rendering. While Stable Diffusion 3.5 Large has more realistic skin texture and excellent cloth details, it missed the bead requirement and the lighting is less dramatic. Grok Imagine Image Pro is the winner for its superior prompt adherence and striking visual clarity.
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 Pro
- + Perfect text rendering for section headers.
- + Highly coherent and appetizing food photography with consistent lighting.
- + Clean, professional grid layout that follows the prompt's structural requirements exactly.
- − Lacks individual item names or prices, focusing only on section headers.
- − The layout is a bit literal and could use more 'design' elements like a logo or footer.
Stable Diffusion 3.5 Large
- + Captures a more complex graphic design aesthetic with columns and smaller text details.
- + Excellent center-aligned bold typography for the main title.
- − Poor text legibility with numerous spelling errors ('MAIMAES', 'APPETIZRS').
- − The food photography in the grid is inconsistent in quality and style compared to the other model.
- − Cluttered composition that makes it difficult to read as a functional menu.
Verdict: Grok Imagine Image Pro is the superior output because it provides perfectly legible text and high-quality, professional food photography organized in a logical grid. While Stable Diffusion 3.5 Large attempts a more sophisticated layout, it fails significantly on text accuracy and the visual consistency of the food images.
Magic Burger Explosion: Fiery Photorealism Challenge
Text-to-Image“Ad for 'Magic Burger'. Dynamic, exploded burger with all components (bun, patty, cheese, lettuce, tomato, sauce) suspended in mid-air. Emphasize photorealistic detail and a sense of motion. Dark, fiery background with glowing embers. Integrate text: 'MAGIC BURGER' as a prominent title, 'LIMITED TIME ONLY' as a secondary message, and '€6.99' in a starburst, all rendered with a fiery, glowing effect.”
AI Judge Analysis
Grok Imagine Image Pro
- + Perfect adherence to all text requirements with high readability.
- + Dynamic 'exploded' composition that follows the suspended components instruction.
- + High-quality rendering of food textures, especially the patty and melting cheese.
- − The starburst graphic for the price looks a bit like a stock asset compared to the rest of the art.
Stable Diffusion 3.5 Large
- + Excellent fire and ember effects with strong atmospheric lighting.
- + Good burger detail and appetizing textures.
- − Completely failed to include any of the requested text.
- − Failed to produce an 'exploded' burger, showing an almost fully assembled one instead.
- − The burger is floating but lacks the 'motion' and 'mid-air suspension' of individual components.
Verdict: Grok Imagine Image Pro is the clear winner as it successfully integrated all requested text and captured the complex 'exploded burger' composition flawlessly. Stable Diffusion 3.5 Large delivered a high-quality artistic image but failed on almost every specific prompt instruction regarding layout and text.
Chalkboard Menu
Text-to-Image“Handwritten-style chalkboard menu in a cozy café, all text rendered in the exact same realistic chalk handwriting style with natural variations in letter size, slight slant, and chalk texture — no printed or digital fonts anywhere on the board. Title at the top in elegant cursive chalk handwriting: ‘TODAY’S SPECIALS – APRIL 30, 2026’. Below it, three menu items also in the same handwritten chalk style: ‘Truffle Mushroom Risotto – $24’, ‘Grilled Octopus with Lemon & Herbs – $28’, ‘Brown Butter Chocolate Chip Cookies – $9’. At the very bottom, smaller text in the identical handwritten chalk style (slightly smaller but still clearly legible with the same handwriting characteristics): ‘All items made fresh daily • Ask about our gluten-free options’. Warm ambient café lighting, visible chalk dust and smudges, realistic handwriting imperfections, no clean printed text anywhere.”
AI Judge Analysis
Grok Imagine Image Pro
- + Excellent text rendering with perfect spelling and realistic chalk texture.
- + Deeply follows the prompt instructions, including the specific date and completion of the 'Brown But...' item.
- + The handwriting looks authentic and consistently styled across the whole board.
- − The composition is a very tight shot, missing the broader 'cozy café' atmosphere requested.
Stable Diffusion 3.5 Large
- + Excellent composition showing the chalkboard within a beautiful, cozy café environment.
- + High overall image quality with pleasant lighting and greenery.
- − Failed significantly on text rendering, with multiple spelling errors like 'TODAAY' and 'Cholcalte'.
- − Did not follow the specific year requested (2024 instead of 2026).
- − The text layout is messy and fails to follow the list format specified in the prompt.
Verdict: Grok Imagine Image Pro is the clear winner as it successfully rendered all the requested text with perfect spelling and a convincing chalk texture, even intelligently completing the truncated prompt item. While Stable Diffusion 3.5 Large created a more visually appealing café setting, its severe spelling errors and failure to follow the specific text instructions make it unsuccessful for this challenge.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
AI Judge Analysis
Grok Imagine Image Pro
- + Successfully followed the difficult counter-intuitive instruction of the horse on top
- + Vibrant colors and high level of detail in the nebula and background
- + Excellent anatomical execution of the horse despite the surreal positioning
- − The horse is floating/leaping over the astronaut rather than literally 'riding' him in a traditional saddle sense
Stable Diffusion 3.5 Large
- + Highly atmospheric and cinematic lighting and composition
- + Excellent blend of textures between the horse and the space dust
- − Failed the core prompt instruction to have the horse on top of the astronaut
- − The horse's front left leg is mangled and lacks a hoof
Verdict: Grok Imagine Image Pro was the only model to successfully interpret the counter-intuitive instruction 'horse on top, not vice versa'. Stable Diffusion 3.5 Large defaulted to the common trope of an astronaut riding a horse, and also contained significant anatomical errors on the horse's legs.
The Capybara Taxi Driver
Text-to-Image“Photorealistic scene inside a yellow New York taxi at night. A capybara is driving, wearing a yellow taxi driver cap and a dark jacket. It has a calm, professional expression and both front paws on the steering wheel. In the back seat sits a human businesswoman in a coat, looking at her phone with a completely normal, bored expression (as if this is just another normal ride). Through the windows you can see the streets of Manhattan at night with blurred lights. Realistic taxi interior, photorealistic, detailed fur and fabric, 35mm lens, night lighting with reflections, shallow depth of field.”
AI Judge Analysis
Grok Imagine Image Pro
- + Excellent adherence to all prompt elements including the specific passenger and phone interaction
- + Very realistic text on the taxi cap including 'NYC TLC Medallion'
- + High level of photographic realism and consistent lighting between interior and exterior
- − The passenger is sitting in the front seat next to the driver instead of the back seat
- − The capybara's hands/paws look slightly like bird talons
Stable Diffusion 3.5 Large
- + Dynamic colors and clear jacket texture
- + Vibrant blurred city lights in the background
- − Completely failed to include the human passenger in the back seat
- − Anatomical issues with the legs/environment below the steering wheel
- − Lacks the professional, photorealistic aesthetic of Model A
Verdict: Grok Imagine Image Pro is the clear winner as it included all core subjects of the prompt, including the passenger with a bored expression looking at her phone. While Grok placed the passenger in the front seat incorrectly, Stable Diffusion 3.5 Large failed to include the passenger at all and missed the requested 'photorealistic' style, opting for a more saturated, digital look.
The Halloween Invitation
Text-to-Image“Vintage gothic Halloween party invitation. Dark parchment poster, spooky border with webs and thorns, central glowing jack-o-lantern, bats, twisted trees, moody night sky. Add elegant gothic title text saying "Halloween Party Invitation", a small scroll banner saying "You are invited to a night of frights", and event details at the bottom: Date: 30.10.2026 Time: 7pm Location: The Arches, NYC Spooky but polished, cinematic lighting, square format.”
AI Judge Analysis
Grok Imagine Image Pro
- + Perfect text rendering for all specified details, including date and location.
- + Excellent adherence to the 'border with webs and thorns' prompt requirement.
- + Superior cinematic lighting and atmosphere with a high-quality vintage parchment feel.
- − The layout is slightly crowded at the bottom with the text overlapping the border detail.
Stable Diffusion 3.5 Large
- + Dramatic high-contrast composition with a large, detailed moon.
- + Good use of negative space for the central title text.
- − Completely failed to include the event details (Date, Time, Location).
- − Included illegible garbled text at the bottom of the scroll.
- − The art style is more of a digital illustration than the requested polished cinematic 'vintage' look.
Verdict: Grok Imagine Image Pro successfully followed every instruction, including some very specific text strings and a complex border requirement. Stable Diffusion 3.5 Large failed to include the required event details and produced garbled text, whereas Grok provided a perfectly functional and visually superior invitation.
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 Pro
- + Perfectly followed the text placement instructions with large bold 'JAPAN' and 'SUSHI' at the top-center.
- + Excellent miniature 3D aesthetic with realistic PBR material textures on the wood and fish.
- + Clean, minimalist composition that feels professional and intentional.
- − The sushi rice appears a bit like stylized pebbles rather than distinct grains.
- − The 45° isometric angle is slightly flatter than a traditional isometric projection.
Stable Diffusion 3.5 Large
- + Captured the 'diorama base' prompt well with a thick, blocky pedestal.
- + The textures on the salmon and rice grains are very well-defined and visually appealing.
- + Good use of bright, vibrant colors that fit a 'cartoon' theme.
- − Completely failed the text instruction by putting 'JAPAN' on a flag/sign rather than plain text at the top-center.
- − The composition is busy and cluttered, ignoring the 'minimal garnish' request.
- − The perspective is a standard perspective view rather than a true 45° isometric view.
Verdict: Grok Imagine Image Pro followed every specific detail of the prompt, including the exact layout of the text at the top of the frame and the minimal isometric style requested. Stable Diffusion 3.5 Large produced a high-quality artistically detailed image, but failed significantly on the text placement and the requirement for a clean, minimal isometric composition.
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 Pro
- + Excellent variety in animal species including two distinct kittens
- + Clear and sharp rendering of individual flowers and dew-like sparkles
- + Dynamic poses that create a sense of movement and interaction
- − The fox kit has somewhat unnatural back legs and an odd transition to the tail
- − More of an 'illustrated' feel rather than hyper-photorealistic
Stable Diffusion 3.5 Large
- + Expert use of depth of field and soft lighting to create a dreamlike atmosphere
- + Superior soft fur texture on all animals
- + Excellent capture of the 'gold rays' and 'golden sunrise light' requested in the prompt
- − The kitten lacks distinct tabby markings requested in the prompt
- − Noticeable anatomical errors in the puppy's paws
Verdict: Grok Imagine Image Pro provides a clearer, more complex scene with better adherence to the specific animal types (such as the tabby markings). However, Stable Diffusion 3.5 Large wins on artistic quality and atmosphere, better capturing the 'hyper-photorealistic' and 'god rays' aspect of the prompt despite some minor anatomical issues with the puppy's paws.
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 Pro
- + Excellent text rendering with correct spelling and accent.
- + Clean vector emblem style that adheres well to the minimalist request.
- + Strong composition within a circular frame.
Stable Diffusion 3.5 Large
- + Beautiful vintage texture and paper effect.
- + Elegant warm brown and cream color palette.
- + Sophisticated typography choice.
- − Spelling error in the main text ('Cafféé' instead of 'Caffè').
- − The cloche/dome object is geometrically confusing and lacks a clear base.
- − The steam elements look a bit disjointed from the object.
Verdict: Grok Imagine Image Pro followed the prompt instructions more accurately, specifically regarding the correct spelling of 'Caffè Florian' and the inclusion of a clear cloche dome. While Stable Diffusion 3.5 Large captured a superior 'vintage' aesthetic and texture, it failed on the text details and the physical logic of the central icon.
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 Pro
- + Excellent adherence to all six requested steps in the correct order.
- + Clean, professional flat-vector aesthetic with crisp lines.
- + Perfect text rendering for all labels and titles.
- − The 'Descent' icon shows a flame coming from the side rather than the bottom engine.
- − The spacing around the crew section feels a bit tight compared to the central timeline.
Stable Diffusion 3.5 Large
- + Features a more complex and detailed artistic layout.
- + Includes a large, well-textured lunar surface at the bottom.
- − Failed to follow the requested 6-step timeline structure.
- − Text is mostly illegible gibberish instead of the requested names and titles.
- − Includes a Space Shuttle-style orbiter which is historically inaccurate for the Apollo 11 mission.
Verdict: Grok Imagine Image Pro followed the prompt instructions near-perfectly, creating a structured, chronological infographic with clear text and consistent iconography. In contrast, Stable Diffusion 3.5 Large produced a messy layout with illegible text and significant historical inaccuracies, such as depicting a Space Shuttle instead of a Saturn V rocket.
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