Black Forest Labs' distilled 9 billion parameter image generation model with sub-second inference and multi-reference support
Settled by community votes across 7 shared challenges, with an AI judge weighing in on each.
FLUX.2 [klein] 9B
#13 of 32 in Image Editing
ImagineArt 1.5 (Preview)
#6 of 62 in Text-to-Image
Where the votes landed
FLUX.2 [klein] 9B
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win rate
Ties
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ImagineArt 1.5 (Preview)
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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
FLUX.2 [klein] 9B
- + Excellent photographic realism and natural lighting.
- + Correct spatial arrangement of all objects.
- + Higher image clarity and cleaner textures on the glass and wood.
- − The blue sphere appears to be floating unnaturally in the center of the glass.
ImagineArt 1.5 (Preview)
- + Realistic physics-based placement where objects seem to have weight.
- + Good detail on the vintage texture of the red book.
- − Lighting is somewhat inconsistent with the window source.
- − The glass cube shape feels slightly distorted or fused with its reflections.
- − Lower overall clarity compared to the competitor.
Verdict: FLUX.2 [klein] 9B is the clear winner due to its superior photographic quality and adherence to the lighting directions provided in the prompt. While ImagineArt 1.5 (Preview) handles the weight and physics of the objects slightly more convincingly, it suffers from a lack of sharpness and less accurate lighting.
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 [klein] 9B
- + Excellent photorealistic texture on the skin and clothing.
- + Effective use of shallow depth of field and bokeh that feels like a real 50mm lens.
- + Accurate atmosphere with realistic rain droplets and wet pavement reflections.
- − The hands have some slight anatomical merging with the bike chain area.
- − Missing significant motion blur from the passing cars as requested.
ImagineArt 1.5 (Preview)
- + Stronger adherence to the 'imperfect framing' and 'candid' aspects of the prompt.
- + Detailed skin textures on the face and hands convey age well.
- + Good interaction with the specific tools and bike parts.
- − The lighting is very flat and lacks the 'cinematic' quality requested.
- − Distorted proportions on the hands and a strange artifact on the back of the hand.
- − The car in the background is sharp, missing the requested motion blur.
Verdict: FLUX.2 [klein] 9B produces a much more cinematic and aesthetically pleasing image with superior lighting and depth of field, though it misses the motion blur aspect. ImagineArt 1.5 (Preview) captures a more 'candid' and raw framing, but falls short on visual quality due to flat lighting and noticeable anatomical distortions in the hands.
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 [klein] 9B
- + Expertly captures the 'ornate engraved plate armor' with crisp, symmetrical floral patterns.
- + Excellent adherence to skin details including realistic pores, faint scars, and dirt particles.
- + Superior rendering of braided hair and the requested decorative beads.
- − The lighting feels a bit more studio-processed rather than organic environment light.
- − The bokeh sparks are a bit uniform and static.
ImagineArt 1.5 (Preview)
- + Highly realistic warm torchlight reflections and shadows on the face and metal.
- + More natural, cinematic lighting and depth of field that conveys a gritty atmosphere.
- + Good texture on the chainmail and tattered cloth underlayers.
- − The engraving on the armor is less 'ornate' and detailed compared to Model A.
- − Facial scars and skin textures appear slightly softer and less distinct.
- − Small anatomical awkwardness in how the braids connect to the scalp.
Verdict: FLUX.2 [klein] 9B provides a technically superior image with incredible detail in the armor engravings and skin textures, perfectly matching every prompt requirement. While ImagineArt 1.5 (Preview) offers a more convincing and atmospheric lighting setup with a better 'torchlight' feel, it falls slightly behind in sharpness and the complexity of the ornate armor patterns requested.
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 [klein] 9B
- + Strong adherence to the layout requirements including headers for Appetizers, Pizza, and Mains.
- + Excellent use of bold sans-serif typography that remains semi-legible.
- + Clean minimalist aesthetic that feels professional and intentional.
- − Redundant headers (Appetizers listed twice, Mains listed twice).
- − Large text at the top has some character merging/glitching.
- − All photos are of pizza, lacking the variety expected for a full menu.
ImagineArt 1.5 (Preview)
- + High photographic quality for the food images.
- + Dynamic and interesting grid layout.
- + Good color balance across the diverse food photos.
- − Lacks the specific section headers requested (Appetizers, Pizza, Mains).
- − Text is almost entirely illegible gibberish.
- − The layout feels more like a mood board than a usable restaurant menu.
Verdict: FLUX.2 [klein] 9B is the clear winner as it actually follows the structural instructions of the prompt, creating a functional menu layout with defined sections and bold sans-serif titles. While ImagineArt 1.5 (Preview) produces high-quality food photography, it fails to incorporate the specific menu sections requested and the text is chaotic and unreadable.
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 [klein] 9B
- + Excellent adherence to the cartoon miniature aesthetic with soft, clay-like textures.
- + Perfect 45-degree isometric perspective and central composition.
- + Clean, bold typography that is easy to read.
- − The flag icon is incorrect, showing a horizontal tricolor (Yemen) instead of the Japanese flag.
ImagineArt 1.5 (Preview)
- + Correctly identifies and renders the Japanese flag icon.
- + Higher variety and complexity in the sushi models provided.
- + Strong PBR material rendering on the fish textures.
- − The text is placed in the corner rather than top-center as requested.
- − The '45-degree isometric' angle is slightly off and feels more like a standard perspective view.
- − The text rendering has some internal line artifacts/clutter.
Verdict: FLUX.2 [klein] 9B followed the layout instructions much better, providing a perfectly centered isometric scene with clean typography, though it failed to render the correct flag. ImagineArt 1.5 (Preview) produced more detailed sushi and the correct flag, but missed the specific layout requirements for text placement and the simplified '3D cartoon' aesthetic requested. FLUX.2 is the winner for its superior composition and stylistic consistency.
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 [klein] 9B
- + Excellent typography with perfect rendering of the accent mark in 'Caffè'.
- + Clean vector aesthetic that matches the minimalist design brief.
- + Strong balance and clear hierarchy among the cloche, banner, and text.
- − The 'Est. 1720' is placed on a banner, but the text is centered quite high within that banner.
ImagineArt 1.5 (Preview)
- + Elegant script typography provides a more 'vintage' feel compatible with the brand name.
- + Nice use of lighting and gradients on the cloche dome.
- + Good use of the light textured background as requested.
- − Failed to include the accent mark in 'Caffè'.
- − The 'Est. 1720' section is not on a distinct banner as requested, but rather part of the base circle.
- − Logo elements overlap in a way that reduces legibility at smaller scales.
Verdict: FLUX.2 [klein] 9B followed the prompt more accurately by including the specific 'Est. 1720' banner and correctly spelling the brand name with the accent mark. While ImagineArt 1.5 (Preview) has a more sophisticated vintage style, its failure to execute the banner requirement and the spelling error make it the inferior choice for a logo design task.
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 [klein] 9B
- + Features very clean, bold flat-vector illustrations using the specified color palette.
- + Includes silhouettes of the three crew members as requested in the supporting details.
- − Several typos in the text including 'AOILLO 11', 'EAROCHT', and 'ARMSTROMG'.
- − The flow of the infographic is confusing and does not follow a clear chronological path.
ImagineArt 1.5 (Preview)
- + Excellent layout with a clear, logical flow from launch to landing.
- + Text rendering is significantly better, correctly spelling 'APOLLO 11', 'EARTH ORBIT', and the astronauts' names.
- + Adheres strictly to the requested NASA color palette and clean infographic style.
- − One minor typo in 'LANDAR ORBIT' and 'MAFKER'.
- − The icons for descent and landing are a bit generic compared to the rocket icon.
Verdict: ImagineArt 1.5 (Preview) is the clear winner as it successfully creates a logical infographic flow that is easy to read. While FLUX.2 [klein] 9B has nice individual vector components, its nonsensical layout and numerous spelling errors make it ineffective as a poster compared to ImagineArt 1.5 (Preview), which captured the specific astronaut names and mission steps with much higher accuracy.
Explore each model
Vyro AI's professional-grade text-to-image model delivering photorealistic output with accurate text rendering and typography precision for commercial workflows