Head to head
Esc

Models · slot A

to navigate to pick

Bria FIBO Bria FLUX.2 [max] Black Forest Labs

Settled by community votes across 17 shared challenges, with an AI judge weighing in on each.

Bria FIBO

16.9 arena score

#56 of 62 in Text-to-Image

Skill signature · Text-to-Image

FLUX.2 [max]

25.9 arena score

#10 of 62 in Text-to-Image

Vote tally

Where the votes landed

Bria FIBO

0%

win rate

Ties

0%

FLUX.2 [max]

0%

win rate

Shared challenges 17

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Excellent refraction and caustic effects from the glass cube
  • + High-contrast colors with a vibrant blue sphere and red book
  • + Strong adherence to the plant's placement behind the glass
  • The blue sphere appears to be floating rather than resting on the bottom
  • The glass cube has a very thick, almost solid base that looks slightly unnatural

FLUX.2 [max]

  • + Realistic textures on the leather-bound red book and the wooden table surface
  • + Sophisticated handling of lighting with believable shadows and reflections on a mirrored bottom
  • + Very clean and sharp rendering of glass edges
  • The plant is more in the background/behind the scenes than visible through the glass cube as requested
  • The blue sphere is slightly larger than 'small', though this is minor

Verdict: Both models followed the complex spatial instructions well. FLUX.2 [max] achieved a more photorealistic result with superior textures and lighting, while Bria FIBO did a better job of specifically showing the plant through the glass refraction.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Strong bokeh effect and cinematic color grading
  • + Good capture of wet pavement texture and reflections
  • Significant anatomical issues with the hands
  • Nonsensical bicycle geometry with a single pedal stem floating in the center
  • The subject is just holding the handlebars rather than repairing it

FLUX.2 [max]

  • + Excellent adherence to the 'candid' and 'imperfect framing' prompt
  • + Highly realistic skin textures and hand details
  • + Specifically depicts the act of 'repairing' with tools and a realistic bike posture
  • The red bicycle is a slightly modern/utilitarian style rather than a classic road bike
  • The background motion blur on the car is slightly inconsistent

Verdict: FLUX.2 [max] significantly outperforms Bria FIBO in realism and prompt adherence. While Bria FIBO creates a cinematic atmosphere, it fails on basic anatomical and physical coherence (deformed hands and impossible bike frame), whereas FLUX.2 [max] captures a believable, high-detail scene that looks like actual street photography.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Excellent depiction of intricate floral engraved patterns on the armor
  • + Warm torchlight reflections are very well executed with a strong glow effect
  • + Hair braiding and beads are clearly defined and elegant
  • The dirt on the face looks more like skin discoloration or birthmarks than battle grime
  • The facial features look a bit too smooth and plastic-like for a battle-worn character

FLUX.2 [max]

  • + Highly realistic skin texture with convincing dirt, scars, and stubble
  • + Superb detail on the leather straps, showing frayed edges and wear
  • + The armor has a more heavy, metallic feel with realistic scratches and dings
  • The bokeh sparks in the background are less integrated than in the other image
  • The hair beads are slightly less distinct compared to the other model

Verdict: While both models followed the prompt accurately, FLUX.2 [max] captures the 'battle-worn' aesthetic much more effectively with realistic skin imperfections, gritty textures on the fabric layers, and more believable scars. Bria FIBO produces a beautiful image with impressive engraving details, but the character looks too much like a clean model with superficial marks rather than a veteran warrior.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Successfully creates a grid-like layout with food photos
  • + Bold sans-serif typography is used effectively for headings
  • Text consists of gibberish characters
  • The food images are abstract and lack clarity of specific dishes
  • Layout feels cluttered and repetitive

FLUX.2 [max]

  • + Excellent layout that looks like a real, professional menu
  • + High-quality, distinct food photography that matches the text content
  • + Clean, legible fonts and consistent color-coded sections
  • Small spelling errors in the menu item names
  • The photo grid focuses heavily on pizza rather than showing all sections

Verdict: FLUX.2 [max] significantly outperforms Bria FIBO by producing a highly realistic and usable menu design with coherent food photography and a logical hierarchy. While Bria FIBO followed the grid layout request, its content was illegible and the images were messy, whereas FLUX.2 [max] created a professional aesthetic suitable for casual dining.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Excellent photorealistic texture on the meat and lettuce
  • + Integrated the '6.99' price directly into the fiery starburst effect
  • + Highly dynamic composition with clear separation of elements
  • Missed the Euro currency symbol (€)
  • The 'LIMITED TIME ONLY' text is plain and lacks the requested fiery effect

FLUX.2 [max]

  • + Perfect text rendering including the '€' symbol and hierarchy
  • + Highly dynamic motion with sauce splashes and crumbs
  • + Excellent adherence to the starburst and fiery background requirements
  • The starburst graphic feels a bit like a flat sticker compared to the 3D environment
  • The top bun is not quite as sharply detailed as other components

Verdict: FLUX.2 [max] is the winner as it followed every design instruction, including the specific currency symbol and the hierarchical placement of text elements. While Bria FIBO produced a very crisp and appetizing burger, it failed to include the Euro symbol and missed the stylistic requirements for the secondary text.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Natural chalk texture on the board looks realistic.
  • + Good use of letter size variation.
  • Spelling is almost entirely nonsensical gibberish.
  • Failed to render the correct date and menu items.
  • Composition is cluttered and lacks a professional layout.

FLUX.2 [max]

  • + Perfect text rendering with 100% accuracy for all requested items.
  • + Excellent lighting and atmosphere fitting a cozy café.
  • + Consistent chalk handwriting style throughout the entire board.
  • The 'cursive' for the title is more of a slanted print-script, though still visually pleasing.

Verdict: FLUX.2 [max] is the clear winner here, successfully rendering every complex menu item requested with perfect spelling and a highly realistic chalk aesthetic. Bria FIBO failed significantly on prompt adherence, producing garbled text that did not match the requested menu items or the specific date.

The Reversed Rodeo

Text-to-Image

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

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Features creative glowing neon hooves and reins that enhance the surreal theme.
  • + High contrast and vibrant colors create a very cinematic look.
  • + Excellent detail on the astronaut suit and the horse's musculature.
  • The horse's back legs lack a solid surface to stand on, making the pose feel slightly disconnected.
  • Follows the standard 'astronaut on horse' trope rather than interpreting the specific wordplay of the prompt creatively.

FLUX.2 [max]

  • + Realistic lighting that grounds the characters onto the asteroid surface.
  • + Sophisticated textures on the astronaut gear and the horse's coat.
  • + Strong composition with the galaxy swirl echoing the shape of the asteroid.
  • Failed the specific positional instruction 'horse on top', instead showing a standard astronaut riding a horse.
  • The astronaut's left leg appears to be missing or positioned awkwardly behind the horse.

Verdict: Both models failed the negative constraint/positional logic of placing the 'horse on top' of the astronaut, instead providing a standard 'astronaut riding a horse' image. Bria FIBO is preferred for its more imaginative, surreal elements like the glowing hooves and vibrant space background, whereas FLUX.2 [max] is technically impressive but more conventional/grounded.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Excellent depiction of the requested 'calm, professional expression' for the capybara.
  • + Successfully rendered both of the capybara's paws on the steering wheel.
  • + The passenger's expression perfectly captures the 'completely normal, bored' look requested.
  • The car geometry is slightly warped, especially visible in the roof pillars.
  • The human passenger's hand holding the phone has anatomical issues.

FLUX.2 [max]

  • + High cinematic lighting quality and realistic taxi dashboard textures.
  • + Good depth of field with the blurred city lights in the background.
  • + Correct uniform and cap placement on the animal.
  • Failed the anatomy prompt by giving the capybara human-like hands.
  • The scale of the capybara head relative to the body looks slightly unnatural.
  • The passenger feels less integrated into the environment due to lighting on her phone.

Verdict: Bria FIBO followed the prompt instructions more accurately, particularly regarding the capybara's front paws on the wheel. FLUX.2 generated an image with better cinematic lighting, but it failed significantly by rendering human hands instead of capybara paws, which ruins the realism of the scene.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Strong atmospheric lighting and fog effects
  • + Intricate spiderweb details on the border
  • + Captures the vintage parchment texture well
  • Text after the title is significantly garbled and nonsensical
  • Incorrect date and location details
  • Replaced 'frights' with 'nights' in the banner

FLUX.2 [max]

  • + Perfect text rendering for both titles and specific event details
  • + Excellent composition with a focused central jack-o-lantern
  • + Highly accurate adherence to the scroll and border requests
  • The parchment edges are slightly less distressed than Image A

Verdict: FLUX.2 [max] is the clear winner as it accurately rendered every piece of custom text requested in the prompt, including the date, time, and location. Bria FIBO struggled significantly with text legibility and accuracy, producing garbled characters for the event details and changing the requested wording on the banner.

Bald man challenge

Image Editing
Edit instruction

“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”

Before After
Bria FIBO
Before After
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Successfully added a thick head of hair with realistic volume.
  • + Maintains a consistent overall aesthetic style.
  • Completely changed the person's face, making them look younger and different.
  • Significantly altered the background landscape, adding extra hills and changing plant distribution.
  • Failed the instruction to preserve facial features.

FLUX.2 [max]

  • + Excellent preservation of the original person's face, features, and expression.
  • + Perfect preservation of the background and original lighting.
  • + Applied the hair edit naturally where requested while keeping the rest of the image intact.
  • The hair texture on top is slightly soft and could have more defined fine-strand detail.

Verdict: Bria FIBO failed the editing task by completely regenerating the image, resulting in a different person and a different background. FLUX.2 [max] succeeded by adding the requested hair while perfectly preserving the person's identity and the surrounding environment.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Excellent PBR material rendering with realistic light subsurface scattering on the sushi.
  • + Sharp, clean text rendering that follows the prompt instructions perfectly.
  • + Sophisticated textures on the rice and fish.
  • Includes distracting watermark-like artifacts in the bottom corners.
  • The camera angle is slightly lower than the requested 45° isometric view.

FLUX.2 [max]

  • + Perfect 45° isometric perspective with a clear diorama feel.
  • + Clean, minimalist composition that adheres well to the 'cartoon scene' style.
  • + Excellent text placement and flag icon rendering.
  • The textures are a bit flat and lack the 'realistic PBR' quality requested.
  • The white plate is slightly off-center on the wooden board.

Verdict: Bria FIBO captures the material textures much better, with realistic lighting on the fish and wasabi, but it is marred by weird graphical artifacts at the bottom. FLUX.2 [max] follows the isometric composition and diorama layout more accurately and provides a cleaner overall image without artifacts, though its textures are more basic. FLUX.2 [max] is the preferred choice for a clean, professional-looking graphic asset.

Over-the-top cartoon caricature

Editing
Edit instruction

“Create a caricature of me and my job. Make it exaggerated and humorous, incorporating my profession as a tv show anchor and my love for dogs and hockey.”

Source
Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Strongly captures the 'exaggerated' and 'humorous' caricature style.
  • + Includes all elements: tv anchor, dog, and hockey (via hockey sticks on the desk).
  • + Highly detailed newsroom environment.
  • The subject's facial likeness is significantly altered/lost.
  • The image is very cluttered with AI artifacts and nonsensical objects on the desk.

FLUX.2 [max]

  • + Excellent integration of hockey elements with the scoreboards and rink background.
  • + Maintains the subject's identity and original outfit better than the competitor.
  • + Clean, professional cartoon illustration style.
  • The caricature style is a bit safe and less exaggerated than requested.
  • Hand anatomy on the desk is slightly messy.

Verdict: Bria FIBO produces a much more traditional, 'wild' caricature which hits the humor and exaggeration mark perfectly, but it loses the likeness of the woman in the source image. FLUX.2 [max] creates a cleaner illustration that preserves the original person's features and clothing while masterfully blending the hockey and news themes, making it the more successful edit overall.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Includes all four requested animals
  • + Vibrant colors and a very high level of saturation
  • + Good expression on the puppy
  • Anatomical issues with the fox's legs and the rabbit's body
  • Artificial, 'AI-look' with excessive sharpening
  • Butterflies look like flat stickers rather than integrated 3D objects

FLUX.2 [max]

  • + Excellent anatomical accuracy for all animals
  • + Beautiful handling of 'god rays' and morning dew on the grass
  • + Superior textures for fur and delicate butterfly wings
  • The fox kit lacks some of the characteristic red-orange coloring described in the prompt
  • Slightly more muted colors than requested

Verdict: While both models successfully included all four animals, FLUX.2 [max] is the superior image due to its believable lighting, physics-accurate poses, and hyper-photorealistic details like the dew on the grass and the translucency of the butterflies. Bria FIBO suffers from significant anatomical errors, particularly with the fox's floating legs and the awkward placement of the rabbit, and has a more 'cartoonish' digital art style rather than the requested photorealism.

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
Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Successfully recreated the meme's character dynamics in a new style.
  • + Captures the dreamy lighting and pastel colors requested in the prompt.
  • Poor source preservation as it completely changes the background and body positions.
  • The faces lean more toward generic modern anime than the specific Studio Ghibli style.

FLUX.2 [max]

  • + Excellent source preservation, maintaining identical poses, clothing patterns, and background layout.
  • + Accurately captures the Studio Ghibli line work, facial features, and watercolor-like textures.
  • + Perfectly translates the expressions of all three characters into the new art style.
  • The paper texture overlay is slightly heavy across the whole image.

Verdict: FLUX.2 [max] is the clear winner as it masterfully applies the Studio Ghibli aesthetic while perfectly preserving the composition, poses, and expressions of the original meme. Bria FIBO captures the mood well but fails as an edit, significantly altering characters' body positions and the environment.

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
Bria FIBO
Before After
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Successfully adds a significant amount of motion through character posing and flying leaves.
  • + Captures an 'energetic and lively' mood well by changing the subject's posture to a run.
  • Poor source preservation; it essentially generates a new image with a different background layout and bridge.
  • The flying leaves are blurry and low quality compared to the rest of the scene.
  • The character's face and hands are significantly altered from the source.

FLUX.2 [max]

  • + Excellent source preservation, keeping the background, dog, and person's appearance nearly identical to the original.
  • + High-quality rendering of the added wind-blown hair and leaves.
  • + Well-balanced composition that integrates the new elements naturally into the existing lighting.
  • The motion is slightly less 'energetic' than model A, as it relies on wind rather than body movement.

Verdict: FLUX.2 [max] is the superior model for this task because it successfully added the requested motion elements while maintaining almost perfect fidelity to the source image's background and character features. Bria FIBO failed as an editing tool, completely regenerating the scene with a different bridge, different proportions, and overall lower detail in the added elements.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Clean vector-style execution
  • + Strong color contrast in the brown and cream tones
  • Nonsense spelling 'Caffé Froaian'
  • Incorrect date 'Est. 1320'
  • Lower text is cut off at the bottom of the frame

FLUX.2 [max]

  • + Perfect text rendering for name and date
  • + Excellent composition with the circular emblem style
  • + Beautiful subtle paper texture on the background
  • Minimalist steam lines are a bit thin compared to the rest of the stroke weight

Verdict: FLUX.2 [max] followed the prompt instructions perfectly, specifically excelling in the difficult task of rendering exact text and dates. Bria FIBO failed significantly on text accuracy and the layout feels cramped, with part of the logo touching the edge of the image.

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.”

Bria FIBO
FLUX.2 [max]

AI Judge Analysis

Bria FIBO

  • + Features a more dynamic, poster-like composition with a cohesive visual flow.
  • + Excellent use of the requested NASA-inspired color palette and subtle gradients.
  • + Consistent vector iconography and professional infographic aesthetics.
  • The text is entirely illegible gibberish except for two names.
  • The rocket design is stylistically generic and doesn't strongly resemble a Saturn V.

FLUX.2 [max]

  • + Strong text rendering with legible, accurate labels for stages and astronauts.
  • + Follows the sequence of steps more logically in a step-by-step layout.
  • + Includes specific details like the flag on the lunar surface and distinct stage icons.
  • Repetitive and confusing labeling, such as 'Earth Orbit' appearing over the launch and moon icons.
  • The composition is a bit rigid and looks like a basic slide rather than a professional poster.

Verdict: Bria FIBO captures the artistic 'modern vector infographic' style much better with superior color harmony and professional layout, but fails completely on text legibility. FLUX.2 [max] provides much more functional information and nearly perfect text, but the layout is repetitive and several labels are applied to the wrong icons. Bria FIBO is the better visual piece, while FLUX.2 [max] is the better informational tool.

Next steps

Explore each model