An image generation model by xAI designed to generate highly aesthetic images from text descriptions.
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
Grok Imagine Image
#27 of 62 in Text-to-Image
Stable Diffusion 3.5 Large Turbo
#61 of 62 in Text-to-Image
Where the votes landed
Grok Imagine Image
75.0%
win rate
Ties
0.0%
Stable Diffusion 3.5 Large Turbo
25.0%
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
- + Perfect adherence to the spatial requirements of the prompt.
- + Highly realistic lighting, textures, and refractions through the glass.
- + Excellent photographic quality with a natural depth of field.
- − The blue sphere appears to be floating unnaturally rather than resting on the bottom.
Stable Diffusion 3.5 Large Turbo
- + Clean, sharp aesthetic with modern framing.
- + Captures all requested elements including the specific light direction.
- − Failed the spatial instruction by placing the book inside the cube instead of on top.
- − The glass cube has a black frame not specified in the prompt.
- − The plant is to the side rather than behind the cube.
Verdict: Grok Imagine followed every spatial instruction in the prompt perfectly, placing the red book on top of the cube and the plant behind it. Stable Diffusion 3.5 Large Turbo struggled with the positioning, placing the red book inside the cube and the plant to the left, while also adding an unrequested black frame to the glass.
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 adherence to the 'imperfect framing' and 'motion blur' requests
- + Achieves a high level of photographic realism and candid feel
- + Accurate depiction of a rainy Japanese street atmosphere
- − The man's hands are slightly anatomically warped near the bicycle frame
- − Lower overall resolution compared to the competitor
Stable Diffusion 3.5 Large Turbo
- + High resolution with very clean lines on the bicycle
- + Good lighting on the subject's face and hands
- − Failed to include motion blur on the passing cars
- − Looks highly stylized and artificial rather than a candid photo
- − Poor anatomy with a third foot appearing behind the bicycle
Verdict: Grok Imagine followed the prompt's stylistic instructions much more effectively, capturing the specific aesthetic of a 50mm candid street photo with motion blur and imperfect framing. Stable Diffusion 3.5 Large Turbo failed on several technical requirements, lacked the requested motion blur, and suffered from significant anatomical hallucinations like an extra foot.
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
- + Exceptional intricate engraving on the plate armor.
- + Realistic skin texture with natural-looking scars and dirt.
- + Dynamic lighting with visible sparks and fire accurately reflecting on surfaces.
- − The leather strap across the chest has slightly inconsistent buckle placement.
- − A few stray hairs blending into the armor texture.
Stable Diffusion 3.5 Large Turbo
- + Strong facial features and clear braided hair.
- + Good use of color contrast with the green under-tunic.
- + Clear bokeh in the background.
- − The 'scars and dirt' look more like digital paint smudges or birthmarks than battle-worn details.
- − Skin texture is overly smooth and lacks realism.
- − Armor engraving is much less detailed and looks slightly blurred in several areas.
Verdict: Grok Imagine produced a far more realistic and detailed image that perfectly captures the 'battle-worn' aesthetic and the complex textures requested. In contrast, Stable Diffusion 3.5 Large Turbo has a more stylized, almost plastic-like finish on the skin and armor, making it feel less lifelike.
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 typography and layout design that feels like a real usable menu.
- + Strong adherence to all requested sections (Appetizers, Pizza, Mains).
- + Professional and clean aesthetic suitable for a restaurant.
- − Considerable repetition of text entries (e.g., multiple 'Grilled Salmon' and 'Steak Frites' listings).
Stable Diffusion 3.5 Large Turbo
- + Vibrant food photography-style elements.
- + Successful execution of the requested grid layout for food photos.
- − Poor layout for the actual text-based menu sections, which are pushed to the bottom and cut off.
- − Includes a spelling error in a primary header ('Mians' instead of 'Mains').
- − The food items appear more like abstract AI-generated motifs than actual photos of restaurant dishes.
Verdict: Grok Imagine Image provides a significantly superior menu design that looks professional and follows clear graphic design principles. While Stable Diffusion 3.5 Large Turbo attempted a more literal grid for the photos, it failed to produce a cohesive page layout and contained major spelling errors like 'Mians'.
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
- + Perfectly follows all text instructions including specific slogans and pricing with correct characters.
- + Dynamic 'exploded' view effectively shows all ingredients suspended in mid-air as requested.
- + High level of photorealistic detail in the texture of the patty, seeds, and fresh vegetables.
- − The starburst sticker feels a bit like clip-art compared to the high-quality rendering of the burger.
Stable Diffusion 3.5 Large Turbo
- + Good use of lighting and embers to create a moody, fiery atmosphere.
- + Interesting melting effects on the bottom bun to simulate heat.
- − Failed to include any of the requested text elements (Magic Burger, Limited Time Only, €6.99).
- − Did not create an 'exploded' view; the burger is mostly assembled with a skewer through it.
- − The image has a more 'CGI' or 'plastic' feel rather than the requested photorealistic look.
Verdict: Grok Imagine is the clear winner as it followed every instruction in the prompt, including complex text rendering and the specific 'exploded' layout. Stable Diffusion 3.5 Large Turbo failed to include any text or the exploded composition, resulting in a generic burger image that missed the core requirements of the ad concept.
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
- + Excellent text rendering with perfect spelling and realistic chalk texture.
- + Authentic chalkboard aesthetic with smudges and natural handwriting variations.
- + Strict adherence to the requested items and date.
- − The 'elegant cursive' for the title is more of a print-style than true cursive.
Stable Diffusion 3.5 Large Turbo
- + Aesthetic café setting with clean composition.
- + Nice use of decorative elements like small hearts.
- − Fails significantly on text accuracy with numerous spelling errors ('specils', 'ocopus', 'luea').
- − The text looks more like a digital font or vector graphic than hand-drawn chalk.
- − Incomplete prompt fulfillment regarding the list of items.
Verdict: Grok Imagine dramatically outperforms Stable Diffusion 3.5 Large Turbo in this challenge. While Grok Imagine produced clear, perfectly spelled, and realistically textured chalk handwriting, Stable Diffusion struggled with basic spelling and generated text that appeared like a digital overlay rather than chalk.
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
- + Excellent adherence to the 'surreal' aspect of the prompt by showing the horse physically on top of the astronaut
- + Highly detailed and vibrant 'cinematic' nebula background
- + High visual quality with realistic lighting and texture on the horse
- − The horse is floating above rather than 'riding' in the traditional sense
- − The scale between the horse and astronaut is slightly inconsistent
Stable Diffusion 3.5 Large Turbo
- + Successfully placed the astronaut on a horse in space
- + Clear, clean composition with nice lighting on the spacesuit
- − Completely failed the negative constraint to have the 'horse on top'
- − Anatomical issues with the horse's front legs and hooves
- − Poor rendering of the planet in the upper left corner
Verdict: Grok Imagine followed the complex spatial instructions of the prompt by placing the horse physically above the astronaut to create a surreal scene, whereas Stable Diffusion 3.5 Large Turbo defaulted to a standard 'astronaut riding horse' image. Grok Imagine also provided a much more detailed and aesthetically pleasing background consistent with the 'cinematic' keyword.
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
- + Excellent adherence to the camera perspective requested.
- + Accurately depicts the businesswoman in the back seat looking at her phone.
- + High level of texture detail in the capybara's fur and the leather interior.
- − The capybara's paws look slightly more like claws than natural capybara feet.
- − The taxi sign appears to be on the inside of the roof rather than the outside.
Stable Diffusion 3.5 Large Turbo
- + Successfully places the capybara in the driver's seat with paws on the wheel.
- + Good use of bokeh and blurred city lights in the background.
- − The passenger in the back seat is barely visible and not interacting with a phone as requested.
- − The capybara's anatomy, specifically the snout and ear placement, looks somewhat distorted.
- − The overall composition is less cinematic and does not capture the 'human/animal interaction' aspect well.
Verdict: Grok Imagine is the clear winner as it successfully follows all instructions, including the specific behavior of the passenger in the back seat. Stable Diffusion 3.5 Large Turbo fails to show the passenger looking at her phone and has an awkward side-profile composition that hides most of the scene's requested details.
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
- + Perfect adherence to all text requirements including date, time, and location.
- + Excellent gothic aesthetic with high-quality textures on the parchment and jack-o-lantern.
- + Superior atmosphere and lighting that captures the 'moody night sky' and 'cinematic lighting' instructions.
- − The gothic lettering in the title 'Invitation' is slightly complex, though still legible.
Stable Diffusion 3.5 Large Turbo
- + Clean graphic layout with a clear central jack-o-lantern.
- + Good inclusion of the thorny border and cobwebs as requested.
- − Failed to include the specific event details (Date, Time, Location).
- − Missing the invited scroll banner and the full title text requested.
- − The lighting and composition feel more like clip-art than a cinematic vintage poster.
Verdict: Grok Imagine followed every detail of the prompt, including complex text instructions for the date, time, and location, while maintaining a highly polished and atmospheric gothic style. Stable Diffusion 3.5 Large Turbo failed to include the event details and the scroll banner, resulting in a much simpler image that lacked the 'vintage' and 'cinematic' feel requested. Grok Imagine is the clear winner for its superior prompt adherence and visual execution.
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
- + Excellent typography with perfect spelling and placement.
- + Authentic and recognizable sushi varieties like Nigiri and Gunkan.
- + Clean, professional composition that perfectly follows the light blue background and centered request.
- − The 'flag icon' is slightly simplified compared to the rest of the 3D aesthetic.
Stable Diffusion 3.5 Large Turbo
- + Creative use of a physical sign for the text.
- + Good rendering of rice textures.
- + Correct isometric perspective.
- − Spelling error in the word 'SUSHI' (rendered as 'SIIHI').
- − The flag icon is incorrect, appearing closer to the Polish flag than the Japanese flag.
- − Layout is a bit cluttered with the text sign overlapping the scene.
Verdict: Grok Imagine produced a superior image in every meaningful metric, following the prompt's layout, text, and subject matter requirements perfectly. Stable Diffusion 3.5 Large Turbo failed on both text spelling ('SIIHI') and accurately depicting the requested flag icon, while Grok Imagine maintained a clean, professional aesthetic.
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
- + Successfully included all four requested animals (dog, cat, rabbit, fox).
- + Excellent dynamic composition capturing the energy of 'tumbling together'.
- + Strong atmosphere with beautiful god rays and backlighting.
- − The fur texture has an AI-typical 'painterly' swirl rather than true photorealism.
- − The butterflies requested in the prompt are noticeably absent despite the animals' poses.
Stable Diffusion 3.5 Large Turbo
- + Includes butterflies as requested in the prompt.
- + Sharp focus on the animals' faces with clean lighting.
- − Failed to include all four animals, missing the rabbit and the fox kit.
- − The anatomy of the animal on the right is ambiguous, appearing as a hybrid cat/fox/caracal.
- − Faces are somewhat static and lack the 'tumbling/chasing' action requested.
Verdict: Grok Imagine is the clear winner as it successfully rendered all four specific animals requested, whereas Stable Diffusion 3.5 Large Turbo missed both the rabbit and the fox. Grok Imagine also captured the joyful, dynamic energy of the tumbling motion and the atmospheric lighting much more effectively, despite its slightly more stylized fur texture.
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 rendering with the correct spelling and accent.
- + Clean vector-style execution that matches the minimalist logo requirement.
- + Effective use of subtle paper texture on the background.
- − Redundant 'Est. 1720' text appearing twice in the composition.
- − The steam/cloche elements are slightly merged with a mug handle, creating a confused shape.
Stable Diffusion 3.5 Large Turbo
- + Strong vintage aesthetic with a classical banner design.
- + Good lighting and metallic shading on the cloche icon.
- + High contrast and cohesive warm color palette.
- − Spelling error in the main text ('Caffeé Florin' instead of 'Caffè Florian').
- − The cloche/mug hybrid design is a bit bulky for a minimalist logo.
- − Less 'minimalist' than requested, bordering on heavy illustration.
Verdict: Grok Imagine followed the text instructions more accurately, providing the correct spelling and accent for 'Caffè Florian'. While Stable Diffusion 3.5 Large Turbo captured a more elaborate vintage banner style, its spelling errors and less-than-minimalist approach make Grok Imagine the superior choice for a professional logo emblem.
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 included all six requested steps in a clear sequence.
- + Excellent adherence to the NASA-inspired color palette.
- + Reliable text rendering for major headings like 'APOLLO 11' and the astronaut names.
- − Some minor typographical errors in smaller sub-text like 'Trajcoory'.
- − The icons for descent and landing are repetitive and lack distinct visual variation.
Stable Diffusion 3.5 Large Turbo
- + Sophisticated composition that feels like a professional vintage editorial piece.
- + Good use of the 'flat-vector' style with crisp linework and stippling.
- − Failed to include the specific six-step infographic structure requested.
- − Text generation is largely garbled and includes misspellings like 'Apoll.o'.
- − Missing significant portions of the prompt's instructional content.
Verdict: Grok Imagine is the clear winner as it strictly followed the structural requirements of the prompt, including all six specific mission steps with corresponding icons. While Stable Diffusion 3.5 Large Turbo produced a visually aesthetic and artistic poster, it ignored the core instructional components and failed significantly on text rendering.
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Distilled version of SD 3.5 Large that generates high-quality images in just 4 steps, offering faster inference and reduced costs