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OmniGen v2 VectorSpaceLab Wan 2.5 (Preview) Alibaba

Settled by community votes across 15 shared challenges, with an AI judge weighing in on each.

OmniGen v2

16.9 arena score

#57 of 62 in Text-to-Image

Skill signature · Text-to-Image

Wan 2.5 (Preview)

23.4 arena score

#27 of 62 in Text-to-Image

Vote tally

Where the votes landed

OmniGen v2

0%

win rate

Ties

0%

Wan 2.5 (Preview)

0%

win rate

Shared challenges 15

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Excellent adherence to the glass cube geometry.
  • + Clean, minimalist aesthetic with high clarity.
  • + Accurate reflections on the sphere and table surfaces.

Wan 2.5 (Preview)

  • + Realistic texture on the red book cover.
  • + Beautiful cinematic lighting and dust motes.
  • + Complex light refraction through the glass cube.
  • The glass box top edge appears slightly broken or distorted where it meets the book.
  • The sphere is floating slightly above the bottom surface rather than resting on it.

Verdict: Both models followed the spatial instructions perfectly. OmniGen v2 produced a cleaner, more geometrically accurate image with better glass physics, whereas Wan 2.5 (Preview) provided more realistic textures and atmospheric lighting at the cost of some structural clipping where the book and cube interface.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Excellent handling of wet pavement reflections and rainy atmosphere.
  • + Includes background motion blur from a passing car as requested.
  • + Good overall composition with a clean cinematic look.
  • The subject is standing rather than performing a repair action.
  • The bike is Missing a chain, making it look unrealistic.
  • Skin texture is slightly too smooth and lacks the 'natural' request.

Wan 2.5 (Preview)

  • + Successfully captures the specific 'repairing' action with tools on the ground.
  • + Extraordinary skin texture and realistic, aged details on the hands and face.
  • + Better adherence to the 'imperfect framing' and 'candid' feel of a street photograph.
  • Misses the motion blur from cars requested in the background.
  • The bicycle's rear structure and kickstand are physically confusing and cluttered.

Verdict: Wan 2.5 (Preview) captures the 'candid' and 'natural skin texture' aspects of the prompt much more effectively than OmniGen v2, creating a believable and poignant scene. While OmniGen v2 handled the motion blur and environmental effects well, it failed on the specific action and featured a physically impossible bicycle.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Clean and elegant illustration quality
  • + Captures the braided hair with beads accurately
  • + Strong warm light contrast from the bonfire
  • The character looks too pristine and 'glamourous' for the 'battle-worn' prompt
  • Dirt and scars appear more like makeup or beauty marks than grime
  • Armor engraving is relatively simple

Wan 2.5 (Preview)

  • + Excellent adherence to 'battle-worn' with realistic dirt, grime, and bloodied scars
  • + Highly detailed texture on the leather straps, frayed cloth, and chainmail
  • + Ornate engravings on the plate armor are exceptionally intricate and well-defined
  • The torch in the background has a slightly unnatural flame shape
  • The beads in the hair look a bit like metallic ball bearings

Verdict: Wan 2.5 (Preview) provided a much better interpretation of the prompt, successfully capturing the 'battle-worn' aesthetic with realistic grit and highly detailed textures on the armor and underlayers. While OmniGen v2 produced a beautiful image, it failed to deliver on the requested level of detail for the leather and cloth, and the character appeared too clean for someone described as having scars and dirt.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Stronger visual variety in the grid layout
  • + Good use of color blocking for a modern look
  • + Distinct high-quality food photography.
  • Very poor text rendering with many typos ('PIZZZZAN')
  • Composition feels a bit cluttered compared to the prompt's 'minimalist' request
  • The header spacing is awkward.

Wan 2.5 (Preview)

  • + Excellent typography adherence with recognizable headings
  • + Perfect grid alignment and consistent styling
  • + High degree of source preservation for the 'minimalist' aesthetic.
  • Food items look slightly repetitive in styling/composition
  • Some minor spelling artifacts in titles.

Verdict: Wan 2.5 (Preview) produced a superior menu design that adheres better to the 'minimalist' and 'grid' descriptors while maintaining legible and bold headings. OmniGen v2 has vibrant photography but suffers from significant text distortions and a layout that feels less professional.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Text is clear and legible
  • + High contrast with a bright, eye-catching glow
  • Failed to create an 'exploded' burger, simply showing a stacked burger
  • The graphic style is more illustrative/clip-art than photorealistic
  • Missing the '€' symbol and parts of the secondary text are cut off

Wan 2.5 (Preview)

  • + Perfectly executed the 'exploded' burger concept with suspended ingredients
  • + Superior photorealistic detail in the food textures
  • + Followed all text instructions including the currency symbol and fiery/dripping effect
  • Minor clipping on the bottom bun edge at the very bottom of the frame

Verdict: Wan 2.5 (Preview) followed the prompt instructions much more accurately, successfully creating the 'exploded' view of the burger with high-quality textures. OmniGen v2 failed the main structural requirement of the prompt by generating a standard stacked burger and missed specific text details like the currency symbol.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Successfully included almost all requested text elements
  • + Captures the basic aesthetic of a chalkboard
  • Significant spelling errors including 'SPECALS' and garbled menu items
  • The handwriting is messy and difficult to read
  • Composition is cluttered with pricing scattered randomly across the board

Wan 2.5 (Preview)

  • + Excellent text rendering with near-perfect spelling and legibility
  • + Authentic chalk texture and natural handwriting variations
  • + Superior composition with a realistic cafe background and perspective
  • The title is in a stylized print/script rather than an 'elegant cursive'

Verdict: Wan 2.5 (Preview) significantly outperforms OmniGen v2 in every metric, providing clear, legible, and correctly spelled text that follows the complex prompt requirements. While OmniGen v2 struggled with basic spelling and layout, Wan 2.5 (Preview) created a professional-looking chalkboard with realistic smudges, consistent handwriting, and a coherent cafe atmosphere.

The Reversed Rodeo

Text-to-Image

“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Clean, illustrative style with clear subjects.
  • + Smooth rendering of the space suit and horse textures.
  • + Adheres to the thematic elements of the prompt.
  • Failed the spatial reasoning instruction as the astronaut is on top of the horse.
  • Composition is relatively flat and static.
  • Low-detail starfield background feels artificial compared to cinematic expectations.

Wan 2.5 (Preview)

  • + High cinematic visual quality with dynamic lighting and a complex galaxy background.
  • + Superior anatomy and texture detail on both the horse and the space suit.
  • + Great sense of motion and scale with the depth of field and planetary curve.
  • Failed the specific spatial reasoning instruction 'horse on top, not vice versa'.
  • Anatomical oddity with a third leg or tail-like appendage appearing near the front of the horse.

Verdict: Both models failed the specific trick prompt instruction to place the horse on top of the astronaut, instead reverting to the common 'astronaut on a horse' trope. However, Wan 2.5 (Preview) produced a much more cinematic and detailed image with superior lighting and background complexity, whereas OmniGen v2 felt like a basic digital illustration.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + High resolution and sharp rendering of characters
  • + Excellent textures on the capybara's fur
  • Anatomical failure where human hands are attached to the capybara's body
  • The passenger is sitting in the front seat instead of the back seat as requested
  • Composition lacks the requested blurry Manhattan street atmosphere

Wan 2.5 (Preview)

  • + Correct composition with the passenger in the back seat
  • + Accurately represents the capybara with its own paws on the wheel
  • + Great atmosphere with blurred Times Square lights and realistic rain details
  • The capybara's head is slightly centered in a way that clips through the driver's seat
  • The passenger's expression is slightly more focused than 'bored'

Verdict: Wan 2.5 (Preview) followed the prompt instructions much more accurately, correctly placing the human passenger in the back seat and ensuring the capybara used its own paws to drive. OmniGen v2 failed significantly by placing the passenger in the front and merging human hands onto the capybara's torso.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Excellent typography for the main title heading.
  • + Clean graphic design style for a poster layout.
  • Failed to render specific sub-text correctly, including spelling errors like 'fricts' and 'arcas'.
  • Large jack-o-lantern is a simple silhouette rather than a detailed glowing carving.

Wan 2.5 (Preview)

  • + Perfect text rendering for all requested details, including date, time, and location.
  • + Richly detailed central glowing jack-o-lantern with realistic fire effects.
  • + Highly intricate border containing both webs and thorns as requested.
  • Text layout is slightly crowded within the circular central frame.
  • Minor artifacts in the web patterns in the bottom corners.

Verdict: Wan 2.5 (Preview) significantly outperforms OmniGen v2 by accurately rendering every piece of requested text without spelling errors. It also provides a much more detailed and atmospheric interpretation of the prompt, featuring a high-quality jack-o-lantern and a complex border of thorns and webs, whereas OmniGen v2 struggled with the specific location text and used a simpler graphic style.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Excellent representation of isometric perspective
  • + Clean 3D block diorama style
  • + Accurate text rendering with shadows
  • Flag icon is incorrect (wrong colors/pattern)
  • The sushi design is slightly nonsensical, merging nigiri and maki elements strangely

Wan 2.5 (Preview)

  • + High-quality PBR materials and soft textures
  • + Correct depiction of the Japanese flag
  • + Clear and stylish typography
  • Perspective is more eye-level than the requested 45 degree isometric
  • Base plate is circular instead of the requested square-format diorama style

Verdict: OmniGen v2 better understands the 'isometric diorama' requirement, providing a platform and perspective that fits the miniature 3D aesthetic perfectly. However, Wan 2.5 (Preview) has superior lighting, materials, and accurately renders the Japanese flag, though it fails to follow the 45-degree angle instruction. OmniGen v2 is the likely winner for better adhering to the compositional layout requested.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Strong god rays and lighting effect
  • + Vibrant colors that create a wholesome vibe
  • Failed to include the bunny character
  • Overall style is very cartoony and illustrative, not hyper-photorealistic
  • Anatomically strange fox-like creature on the right

Wan 2.5 (Preview)

  • + Successfully included all four animals requested
  • + Achieved a much higher level of photorealism in fur textures and environment
  • + Dynamic composition capturing the 'playfully chasing' action
  • Strange floating water droplet artifacts
  • The fox's eyes have unnatural, glowing pupils

Verdict: Wan 2.5 (Preview) significantly outperformed OmniGen v2 by following the prompt's character list and intended photorealistic style. While OmniGen v2 produced a high-quality illustration, it missed the baby bunny entirely and looked like a digital painting rather than a photograph; Wan 2.5 (Preview) captured the chaotic energy of chasing butterflies with impressive detail across four distinct animal types.

Studio Ghibli Anime Style

Editing
Edit instruction

“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”

Source
OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Successfully translates the scene into a clean anime style.
  • + Maintains the composition and iconic poses of the original meme perfectly.
  • + Uses bold, cheerful colors that fit a modern animation feel.
  • Fails to capture the specific Studio Ghibli 'hand-painted' texture or soft watercolor background.
  • Loss of the original 'jealous' facial expression on the woman to the right.
  • The character designs feel more like generic modern anime than Ghibli.

Wan 2.5 (Preview)

  • + Excellent adherence to the Studio Ghibli aesthetic, including soft lighting and painterly textures.
  • + Preserves the nuanced facial expressions of the man and the jealous girlfriend much better than Model A.
  • + Successfully incorporates dreamy background elements like falling leaves and soft glow.
  • Minor artifacts on the man's hand and lower back area.
  • Slightly less clarity in the clothing patterns compared to the source.

Verdict: Wan 2.5 (Preview) provided a much more accurate translation of the 'Studio Ghibli' style, capturing the specific atmospheric lighting, hand-drawn line work, and nostalgic mood requested. OmniGen v2 produced a clean anime-style image, but it lacked the painterly textures of the prompt and failed to maintain the essential jealous expression of the character on the right, which is key to the original image's context.

Golden Hour Stroll

Image Editing
Edit instruction

“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”

Before After
OmniGen v2
Before After
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Successfully added wind movement to hair
  • + Included flying leaves as requested
  • + Maintained the subject's identity and basic pose
  • Significantly altered the lighting and saturation, losing the natural feel of the source
  • Modified the dog's appearance and the background bridge
  • The added leaves look like flat clip-art stickers

Wan 2.5 (Preview)

  • + Excellent source preservation, keeping the lighting, background, and dog nearly identical
  • + Realistic wind effect on the hair with fine strand details
  • + Flying leaves are integrated better with motion blur and consistent colors
  • Minimal change to the dog's fur which could have also shown wind movement
  • Small artifact on the woman's left hand where the leash meets it

Verdict: Wan 2.5 (Preview) is the clear winner as it successfully applied the dynamic motion edits while preserving the integrity of the original photo's lighting and background. OmniGen v2 redrew the image with much higher saturation and changed the environment, whereas Wan 2.5 made the hair look naturally wind-swept and added leaves that felt part of the scene.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Clean vector aesthetic
  • + Strong minimalist composition
  • + Good color contrast
  • Major spelling error in 'Caffé Florian'
  • Poor placement of the date outside the banner
  • Steam element is too simplistic and lacks the vintage feel requested

Wan 2.5 (Preview)

  • + Perfect text rendering including accents
  • + Beautiful paper texture and frame details
  • + Correct implementation of the 'Est. 1720' on the banner
  • Slightly more complex than 'minimalist' usually implies
  • Light reflections on cloche add some complexity for a standard logo

Verdict: Wan 2.5 (Preview) produced a superior result by correctly spelling the name 'Caffè Florian' and properly integrating the establishment date into the banner as requested. OmniGen v2 failed on basic typography, misspelling the name as 'CAFFFLORIN' and placing the date below the banner instead of on it.

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.”

OmniGen v2
Wan 2.5 (Preview)

AI Judge Analysis

OmniGen v2

  • + Follows the requested color palette well.
  • + Clean grid-based layout.
  • Confuses Apollo 11 with Apollo 17.
  • Severe spelling errors in almost all text.
  • Icons are generic and do not clearly illustrate the specific steps of the mission.

Wan 2.5 (Preview)

  • + Excellent prompt adherence for all 6 specific mission stages.
  • + Very high text legibility and correct spelling of mission details.
  • + Detailed flat-vector illustrations that match the space theme perfectly.
  • One orbital line segment appears to be floating/unconnected in the center.
  • The 'Descent' icon/label is slightly disconnected from its specific visual element compared to the others.

Verdict: Wan 2.5 (Preview) is the clear winner as it successfully illustrated all six specific stages of the mission with accurate icons and readable, correctly spelled text. OmniGen v2 failed significantly on text rendering, hallucinated the mission number as 'Apollo 17', and used abstract icons that didn't represent the requested steps.

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