FLUX.2 [dev] Turbo vs ImagineArt 1.5 (Preview)
Head-to-head across 10 challenges
FLUX.2 [dev] Turbo
50.0%
win rate
Ties
12.5%
ImagineArt 1.5 (Preview)
37.5%
win rate
Challenge Results
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
FLUX.2 [dev] Turbo
- + Perfect adherence to the spatial relationships in the prompt.
- + Highly realistic rendering of glass reflections and material textures.
- + Excellent lighting that accurately follows the 'from the left' instruction.
- − The glass cube has a visible seam/edge in the middle that looks slightly like two panels joined rather than a solid volume.
ImagineArt 1.5 (Preview)
- + Good color saturation and clear textures for the book and plant.
- + The sphere is centered nicely within the glass volume.
- − Failed the spatial prompt: the cube is on top of the book, rather than the book on top of the cube.
- − The perspective of the cube is slightly distorted compared to the table surface.
- − The scale of the cube and sphere feels less proportional to a 'small' sphere.
Verdict: FLUX.2 [dev] Turbo followed all spatial instructions perfectly, placing the red book on top of the glass cube as requested. ImagineArt 1.5 (Preview) swapped the positions of the book and cube and struggled with realistic perspective, making FLUX.2 the clear winner for both prompt adherence and photographic quality.
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
FLUX.2 [dev] Turbo
- + Excellent adherence to the 'motion blur' prompt with realistic car movement in the background.
- + Highly realistic skin textures and natural anatomy for the elderly man.
- + Complex, realistic reflections on the wet pavement that match the surrounding environment.
- − The front wheel of the bicycle is slightly disconnected or incorrectly joined to the frame.
ImagineArt 1.5 (Preview)
- + Accurate 'imperfect framing' that feels like a close-up candid shot.
- + Good rendering of water droplets on the bicycle frame.
- − Fails to include the requested motion blur from passing cars.
- − The bicycle's pedal and crank assembly is physically nonsensical and floating.
- − Includes strange, illegible text/logos on the bike frame that look like AI artifacts.
Verdict: FLUX.2 [dev] Turbo followed all aspects of the prompt, successfully capturing the technical elements like motion blur and 50mm depth of field for a cinematic look. ImagineArt 1.5 (Preview) failed on the motion blur requirement and produced significant structural errors in the bicycle's mechanical parts.
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
FLUX.2 [dev] Turbo
- + Exceptional detail on the engraved plate armor and leather straps.
- + Perfect adherence to the 'beads in hair' prompt with consistent, colorful beads.
- + Very realistic facial textures, including dirt and subtle scarring.
- − The torch in the background is slightly out of focus, which is prompt-accurate but reduces the dynamic contrast of the lighting.
ImagineArt 1.5 (Preview)
- + Strong dramatic lighting from the torch creates high-contrast shadows.
- + Good rendering of the chainmail and cloth layers.
- − The beads in the hair are sparse and look like simple metallic rings rather than distinct beads.
- − The facial scars are very faint and look more like lighting artifacts than skin texture.
- − The eyes look slightly glazed and less lifelike than Model A.
Verdict: FLUX.2 [dev] Turbo followed the prompt with much higher precision, specifically regarding the ornate engraving on the armor and the colorful beads in the braids. While ImagineArt 1.5 (Preview) produced a moody image with strong torchlight, it lacked the fine detail and character grit present in the FLUX output.
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
FLUX.2 [dev] Turbo
- + Strict adherence to all prompt categories including Appetizers, Pizza, and Mains.
- + Excellent text rendering with clean, legible sans-serif fonts.
- + Professional grid layout with high-quality, realistic food photography.
- − The pricing logic is inconsistent, with some items costing hundreds of dollars while others are a few dollars.
- − Repetitive use of pizza images in the grid where more variety was possible.
ImagineArt 1.5 (Preview)
- + Creative tri-fold brochure presentation rather than a flat sheet.
- + Good use of vibrant food photography and minimalist color accents.
- + Effective use of bold sans-serif typography for headings.
- − Smaller text is completely illegible gibberish.
- − Spelling error in the main category header ('APPATIZERS').
- − Food photos are less clearly organized into a 'grid' as requested.
Verdict: FLUX.2 [dev] Turbo followed the prompt much more accurately, providing a clean, professional menu layout with perfectly rendered headings and a clear grid. ImagineArt 1.5 offered a more dynamic 3D presentation, but failed in technical execution due to spelling errors and illegible fine print.
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
FLUX.2 [dev] Turbo
- + Perfect text rendering and layout implementation.
- + Very high material quality, especially the texture of the salmon and rice grains.
- + Complements the 'diorama' request with a well-executed wooden base.
- − Simple composition with only two pieces of sushi compared to the variety in Model B.
ImagineArt 1.5 (Preview)
- + Creative 3D floating text effect that fits the 'miniature 3D cartoon' vibe.
- + Shows a nice variety of sushi types (rolls, nigiri, shrimp).
- + Good lighting and shadow work on the base.
- − Text spelling error ('SUSHIN' instead of 'SUSHI').
- − Rice texture looks more like smooth plastic beads rather than realistic PBR materials.
- − Floating text is slightly skewed and crowded.
Verdict: FLUX.2 [dev] Turbo provided a professional, high-fidelity render with perfect text and superior realistic textures. While ImagineArt 1.5 (Preview) offered more variety in the sushi types and an interesting 3D text concept, it suffered from a spelling error and less convincing material quality.
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
FLUX.2 [dev] Turbo
- + Excellent rendering of dew drops on the orchid leaves in the foreground.
- + The iron framework is highly intricate and historically accurate to the Victorian style.
- + Captures a very misty, humid atmosphere that feels authentic to a greenhouse.
- − Butterflies look like 2D stickers placed on top of the image rather than being integrated into the 3D space.
- − The lighting is somewhat flat and lacks the dramatic 'god rays' found in the competitor.
ImagineArt 1.5 (Preview)
- + Dramatic and beautiful lighting with clear light beams and strong contrast.
- + The composition has a great sense of depth, drawing the eye toward the open door.
- + Very vibrant colors and a wide variety of tropical plants beyond just the requested orchids.
- − The butterflies are fewer in number and one has a distorted wing shape.
- − The 'glass' in the roof looks a bit less realistic, with some sections appearing like solid gray panels.
Verdict: FLUX.2 [dev] Turbo excels in fine details like the dew on the leaves and the complex ironwork, feeling more like a real photograph, though the butterflies are poorly integrated. ImagineArt 1.5 (Preview) creates a much more cinematic and visually pleasing composition with dramatic lighting, though it loses some of the 'photorealistic' texture seen in the foliage of the first image. FLUX.2 is preferred for its superior texture and adherence to the 'misty' and 'dew' parts of the prompt.
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
FLUX.2 [dev] Turbo
- + Natural and soft golden hour lighting that feels realistic
- + High-quality skin texture and hair detail
- + Great sense of scale and depth in the cityscape background
- − The character is looking upward rather than "into the distance" towards the horizon
ImagineArt 1.5 (Preview)
- + Accurate rendering of all prompt elements including boots and gloves
- + Strong, determined facial expression that fits the superhero theme
- + Vibrant colors on the costume
- − Lighting feels slightly artificial and flat compared to the background
- − The cape's attachment to the suit looks a bit physically awkward
- − Some distortion in the architectural details of the background buildings
Verdict: FLUX.2 [dev] Turbo produces a much more photorealistic result with superior lighting and atmospheric depth, making it look like a high-budget film still. ImagineArt 1.5 (Preview) captures the 'superhero' aesthetic well with vibrant colors and a strong expression, but the lighting on the character doesn't blend as naturally with the environment, and the skin textures are less life-like than FLUX.2.
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
FLUX.2 [dev] Turbo
- + Excellent photorealism with natural textures and subtle shadows.
- + High degree of radial symmetry across all elements.
- + Clean composition on a neutral background as requested.
- − Slightly less variety in seed types compared to the other model.
ImagineArt 1.5 (Preview)
- + Great variety of organic elements including seeds, nuts, and diverse fruit.
- + Vibrant and dense color palette.
- − Lighting is flat and lacks the requested hyper-detailed shadows.
- − Symmetry is imperfect, with noticeable misalignment in the spacing of the outer flowers.
- − Background is cluttered and does not adhere to the 'soft neutral' request.
Verdict: FLUX.2 [dev] Turbo produced a superior image that perfectly followed the prompt's technical requirements, especially regarding the soft neutral background and realistic lighting. While ImagineArt 1.5 (Preview) included a wider variety of organic textures like seeds, it failed to maintain perfect symmetry and the composition felt cluttered due to the busy background.
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
FLUX.2 [dev] Turbo
- + Perfect text rendering including the 'è' accent in Caffè.
- + Excellent adherence to the 'vintage minimalist' aesthetic with subtle paper texture.
- + Balanced composition with a classic banner and centered cloche iconography.
- − The steam lines are slightly asymmetrical compared to the formal nature of the rest of the logo.
ImagineArt 1.5 (Preview)
- + Good use of a circular emblem style which is common for restaurant logos.
- + Clean vector-like appearance with a good warm color palette.
- − Missing the 'è' accent in 'Caffè'.
- − The cloche interpretation is slightly confusing, with steam appearing to come from under a floating lid rather than sitting on a plate.
- − The typography on the bottom banner is slightly less polished than Model A.
Verdict: FLUX.2 [dev] Turbo followed the prompt with high precision, accurately including the specific accent mark in 'Caffè' and providing a very authentic vintage texture. ImagineArt 1.5 produced a solid circular emblem, but its typography was less accurate and the illustration of the cloche dome was logically inconsistent and cluttered.
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
FLUX.2 [dev] Turbo
- + Excellent typography with very high readability and accurate names.
- + Includes all requested stages with detailed, relevant icons.
- + Crisp text and icons that strictly follow the flat-vector style requirements.
- − Layout is a bit cluttered and lacks a clear, singular flow path.
- − Included the word 'icon' from the prompt text into the labels (e.g., 'Saturn Vicon').
ImagineArt 1.5 (Preview)
- + Strong vertical composition that clearly illustrates a journey from Earth to Moon.
- + Successful aesthetic interpretation of the 'modern vector infographic' with a clean poster layout.
- + Accurate NASA-inspired color palette usage.
- − Unreliable text rendering with typos like 'TRANCLUTAL' and 'ALERIN'.
- − Icons for several stages (like Descent and Landing) are repetitive or don't match the descriptions well.
- − Includes five silhouettes for a three-person crew.
Verdict: FLUX.2 [dev] Turbo produces much higher quality icons and perfectly legible text, making it a more functional infographic, though it mistakenly included the word 'icon' from the prompt instructions. ImagineArt 1.5 (Preview) has a superior poster composition and flow, but falls short due to significant spelling errors and logical inconsistencies in the crew and trajectory icons. FLUX.2 is the preferred choice for its adherence to technical details and clarity.
FLUX.2 [dev] Turbo
Distilled version of Black Forest Labs' FLUX.2 [dev] outperforming it at a cheaper price. Developed by fal.ai.
ImagineArt 1.5 (Preview)
Vyro AI's professional-grade text-to-image model delivering photorealistic output with accurate text rendering and typography precision for commercial workflows