Fast distilled version of Black Forest Labs' FLUX.2 [dev] optimized for speed and cost efficiency.
Settled by community votes across 8 shared challenges, with an AI judge weighing in on each.
FLUX.2 [dev] Flash
#5 of 44 in Text-to-Image
Not enough comparable category data
The chart appears once both models have ratings across at least three shared arena categories.
Grok Imagine Image
#19 of 44 in Text-to-Image
Where the votes landed
FLUX.2 [dev] Flash
50.0%
win rate
Ties
0.0%
Grok Imagine Image
50.0%
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
FLUX.2 [dev] Flash
- + Excellent adherence to spatial logic with the sphere resting naturally on the bottom of the cube.
- + Highly realistic textures on the wood grain, red book cover, and glass reflections.
- + Very accurate depiction of the plant's refraction and visibility through the glass.
- − The glass cube has some minor dust/spotting artifacts on its surface.
- − Text on the book spine is nonsensical gibberish.
Grok Imagine Image
- + Clean, vibrant colors and sharp focus on the central objects.
- + Good lighting and shadow casting on the wooden table.
- − The blue sphere is levitating unnaturally in the center of the cube.
- − The 'cube' is actually a rectangular prism, failing on the specific geometric shape requested.
- − The glass has impossible optical properties where the back corner of the table is visible through the solid base.
Verdict: FLUX.2 [dev] Flash followed all instructions perfectly, creating a highly realistic scene with convincing physics and refractions. Grok Imagine Image failed on basic physics by making the sphere levitate and struggled with the geometry of the cube, resulting in a less realistic 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
FLUX.2 [dev] Flash
- + Excellent facial detail with realistic skin texture and age spots.
- + Highly detailed environment including tools on the ground and rain ripples in puddles.
- + Superior bicycle anatomy with realistic components like the chain, basket, and brake levers.
- − The framing is a bit centered compared to the 'imperfect framing' requested in the prompt.
- − The background cars appear slightly static despite the motion blur effect applied to them.
Grok Imagine Image
- + Captures the 'imperfect framing' and 'candid' feel very effectively through the side profile and slightly cut-off composition.
- + Strong sense of atmosphere with the wet pavement reflections and blurred background movement.
- + The inclusion of a face mask adds to the 'candid street photo' realism.
- − Low visual quality; the image is quite blurry and lacks the 'natural skin texture' requested.
- − The bicycle frame has structural inconsistencies, such as the bar passing through the man's arm/body.
- − Lower resolution and clarity compared to Model A.
Verdict: FLUX.2 [dev] Flash produces a much higher quality image with impressive fine details in the man's skin and the bicycle's mechanics. While Grok Imagine Image does a better job of capturing the 'imperfect' and 'candid' composition requested, it suffers from poor resolution and significant anatomical clipping where the bike frame merges into the person.
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] Flash
- + Excellent adherence to the 'beads in hair' prompt with colorful, distinct details.
- + Very realistic texture on the leather straps, fabric hood, and engraved metal.
- + The character effectively conveys a 'battle-worn' look through credible scarring and grime.
- − The torches in the background look slightly flat and less integrated into the 3D space than the subject.
Grok Imagine Image
- + Striking cinematic lighting with high contrast and strong orange/blue color balance.
- + The engraving on the armor is exceptionally intricate and deep.
- + Beautiful bokeh and spark effects that create a sense of atmosphere.
- − The skin texture is a bit too smooth and plastic-like for a 'battle-worn' character.
- − The hair beads are less distinct and look more like simple hair ties compared to the prompt's request.
Verdict: FLUX.2 [dev] Flash delivers a more grounded and realistic interpretation, excelling in texture work on the leather and fabric while capturing the specific detail of beads in the hair perfectly. Grok Imagine Image produces a more stylized, high-contrast cinematic shot that is visually stunning but suffers from overly smooth skin that contradicts the 'battle-worn' requirement. FLUX.2 is the winner for its superior prompt adherence and lifelike material rendering.
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
FLUX.2 [dev] Flash
- + Excellent adherence to text instructions, completing all requested menu items perfectly.
- + Very realistic chalk texture with dusty smudges and high consistency in the cursive style.
- + Superior background coherence and realistic cafe lighting.
- − Slightly awkward line breaking on the grilled octopus item.
Grok Imagine Image
- + Natural looking chalk handwriting with varied letter sizes.
- + Accurate date and item rendering for the most part.
- − Fails to complete the final prompt item correctly, omitting 'Chocolate Chip' in the main list.
- − Text looks slightly like a digital overlay in some areas rather than being fully integrated with the chalkboard texture.
- − The spacing between lines is somewhat uneven.
Verdict: FLUX.2 [dev] Flash is the clear winner as it followed the prompt instructions to completion, whereas Grok Imagine Image omitted parts of the final menu item. FLUX also provided a more authentic chalk texture and more consistent handwriting style across the entire board.
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
FLUX.2 [dev] Flash
- + Excellent fur texture on the capybara
- + Photorealistic rendering of the woman's face and hands
- + Accurate depiction of a yellow taxi driver's cap with a logo
- − The woman is sitting in the front passenger seat instead of the back seat
- − The capybara's paws look slightly human-like in glove form
Grok Imagine Image
- + Successfully placed the woman in the back seat as requested
- + More cinematic lighting and detailed city background
- + Includes realistic taxi details like the fare sticker and mirror
- − The capybara's claws are overly long and sharp, looking somewhat menacing
- − The capybara's hat is a soft cap rather than a structured driver cap
Verdict: Grok Imagine followed the spatial instructions more accurately by placing the passenger in the back seat, whereas FLUX.2 [dev] Flash placed her in the front. However, FLUX.2 [dev] Flash achieved a higher level of photorealism and a more charming character design for the capybara, while Grok's version had slightly distorted claws and a more generic hat.
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] Flash
- + Excellent text rendering with clear, bold typography.
- + High-quality PBR materials with realistic textures on the wood and fish.
- + Perfect adherence to the isometric perspective and diorama request.
- − The sushi composition is a bit physically illogical (nigriri stacked over a roll slice).
Grok Imagine Image
- + Very clean, minimalist cartoon aesthetic.
- + Good layout of the isometric base and plate center.
- + Accurate text and flag icon placement.
- − Lighting is a bit harsh and flat compared to the requested 'gentle lighting'.
- − Materials look like simple plastic rather than the requested 'realistic PBR' and 'refined textures'.
Verdict: FLUX.2 [dev] Flash significantly outperforms in visual quality, providing much more realistic textures and sophisticated lighting that makes the food look appealing. While Grok Imagine captures the 'cartoon' aspect well, it lacks the material depth and high-clarity finish requested in the prompt.
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
FLUX.2 [dev] Flash
- + Excellent adherence to all four requested animal types
- + Highly detailed and realistic fur texture and lighting
- + Dynamic and natural-looking interactions between animals and butterflies
- − Included a second bunny that wasn't explicitly requested
Grok Imagine Image
- + Captures the 'god rays' lighting very effectively
- + Strong focus on 'big expressive eyes' for a cute aesthetic
- − Animals look more like AI-generated plushies than photorealistic animals
- − Butterflies are rendered poorly as small, indistinct white shapes
- − Visual style leans toward 'over-processed' and plastic-like textures
Verdict: FLUX.2 [dev] Flash delivered a significantly higher quality image with realistic fur, convincing anatomy, and clear, detailed butterflies that match the '8K masterpiece' requirement. Grok Imagine Image produced a very stylized, almost CGI/toy-like result that failed to render realistic butterflies or the requested 'hyper-photorealistic' textures.
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] Flash
- + Excellent anatomical detail in the Saturn V and Lunar Module illustrations.
- + Accurate and legible main title text.
- + Good use of color and depth with textures on the planets.
- − The layout is cluttered and confusing, making it difficult to follow the sequential steps.
- − Contains duplicate labels and icons for 'Launch', 'Descent', and 'Landing'.
- − Includes significant text artifacts and 'gibberish' labeling like 'Sataurr Iccon'.
Grok Imagine Image
- + Clean, professional flat-vector aesthetic that perfectly matches the requested style.
- + Logical and numbered layout that is easy to follow from step 1 to 6.
- + Consistent iconography and excellent use of the requested NASA-inspired color palette.
- − Small text errors in the sub-labels for 'Translunar' and 'Crew Strip'.
- − The Lunar Module icons are slightly more abstracted/simplified than the other elements.
Verdict: Grok Imagine Image is the clear winner for its superior layout and adherence to the 'flat-vector' style requested in the prompt. While FLUX.2 [dev] Flash has more detailed individual illustrations, it fails as an infographic due to its cluttered composition and repetitive elements, whereas Grok provides a clear, sequential, and visually pleasing poster design.
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An image generation model by xAI designed to generate highly aesthetic images from text descriptions.