Bria's 8B parameter model for controlled text-to-image generation with structured JSON prompts, trained exclusively on licensed data
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
Bria FIBO
#56 of 62 in Text-to-Image
Recraft V4.1 Pro
#36 of 62 in Text-to-Image
Where the votes landed
Bria FIBO
0%
win rate
Ties
0%
Recraft V4.1 Pro
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
Bria FIBO
- + Excellent depiction of the plant behind the glass with realistic refraction
- + Superior lighting and color balance with a clear 'soft window light' feel
- + Clean, modern aesthetic with sharp focus on all requested elements
- − The plant appears to be growing into the cube rather than just being behind it
- − The blue sphere looks slightly matte/opaque compared to the glass cube
Recraft V4.1 Pro
- + High textural detail on the red book cover and wooden table grain
- + Realistic material interaction between the blue sphere and the cube's base
- − The scale of the red book is awkwardly large compared to the cube
- − The composition is uncomfortably tight with the top and sides of the objects nearly touching the frame edges
- − Distracting artifacts in the plant leaves appearing through the glass
Verdict: Bria FIBO followed the spatial instructions more effectively, providing a balanced composition that clearly shows the plant behind the glass cube. While Recraft V4.1 Pro has impressive texture work on the book and table, its cramped composition and scale issues make it a less successful interpretation of the prompt.
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
Bria FIBO
- + Excellent shallow depth of field and bokeh realism
- + Rich color depth and high resolution
- + Captures the wet pavement reflections effectively
- − Anatomical errors in the hands with extra/fused fingers
- − Physical geometry of the bicycle frame is nonsensical near the pedals
- − The subject is too perfectly centered for a 'candid' or 'imperfectly framed' photo
Recraft V4.1 Pro
- + Highly realistic 'imperfect framing' that looks like a genuine street photo
- + Better adherence to the 'motion blur from passing cars' instruction
- + Natural, authentic-looking skin texture and clothing
- − The rain effect looks like a static overlay rather than being integrated into the scene
- − Light artifacts on the left edge of the frame
- − The bicycle's rear structure is slightly clipped and simplified
Verdict: Recraft V4.1 Pro is the clear winner for its superior ability to capture the 'candid street' aesthetic and 'imperfect framing' requested in the prompt, looking like a real film photograph. While Bria FIBO has high visual clarity, it fails significantly on anatomical details and produces a more generic, AI-looking composition that ignores the motion blur and candidness requirements.
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
Bria FIBO
- + Excellent depiction of ornate engraved armor details
- + Clear facial structure with accurate bead placement in hair
- + Effective use of warm lighting on the metal surfaces
- − The 'scars' look more like superficial smudges than battle-worn marks
- − The character looks a bit too pristine and polished for the 'battle-worn' prompt
Recraft V4.1 Pro
- + Superb texture work on the skin, including grime and realistic scarring
- + Highly realistic leather and fabric textures visible in the underlayer
- + Dramatic bokeh and lighting that fits the 'battle-worn' aesthetic
- − The hair braids are a bit messy and merge into the background in places
- − Slightly less clarity on the specific engravings of the armor compared to model A
Verdict: Recraft V4.1 Pro captures the 'battle-worn' aspect of the prompt much more effectively with realistic dirt, sweat, and scarring patterns. While Bria FIBO has cleaner armor engravings, it feels more like a studio portrait of a cosplayer, whereas Recraft V4.1 Pro delivers a visceral, cinematic image with superior texture and lifelike eyes.
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
Bria FIBO
- + Successfully creates a grid layout for food photography.
- + Includes all requested sections (Appetizers, Pizza, Mains).
- + Uses bold sans-serif fonts in a clean aesthetic.
- − Text is completely illegible and gibberish.
- − Layout is repetitive and lacks logical informational flow.
- − Food photos appear slightly AI-distorted or messy up close.
Recraft V4.1 Pro
- + Excellent typography with perfectly legible English text.
- + Photorealistic food images that look appetizing and professional.
- + Clean, modern design with effective use of color accents for hierarchy.
- − The grid for photos is less integrated than Model A's design.
- − Layout is slightly more standard and less 'bold' in its grid interpretation.
Verdict: Recraft V4.1 Pro is the clear winner because it produces a functional, professional-grade menu with perfectly legible text and high-quality food photography. Bria FIBO follows the grid prompt well but fails significantly on text legibility, making the result unusable for an actual design project.
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.”
AI Judge Analysis
Bria FIBO
- + Excellent photorealistic texture on the meat and bun
- + Very vibrant and dramatic fire background
- + Includes all requested ingredients in a clear exploded view
- − Missing the Euro symbol (€) in the price
- − Secondary text lacks the requested 'glowing/fiery' effect
- − Price is missing the starburst shape requested
Recraft V4.1 Pro
- + Perfect adherence to all text requirements including the Euro symbol
- + Dynamic sauce splash adds a great sense of motion
- + The 'MAGIC BURGER' title features a very convincing fire texture
- − The meat patty looks slightly dry compared to Model A
- − The background is mostly flat black rather than a fiery scene
Verdict: Recraft V4.1 Pro is the winner because it successfully followed every specific instruction, including the complex text rendering and the inclusion of the Euro symbol. While Bria FIBO produced a more visually striking background and appetizing food textures, it failed on several key prompt details like the starburst and specific text effects.
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
Bria FIBO
- + Successfully captures a realistic chalk texture on the board surface.
- + The handwriting has natural variations in size and slant as requested.
- − Fails significantly on text rendering, resulting in total gibberish for the menu items.
- − Incorrect date formatting and missed the dollar amounts specified.
- − Lowest text at the bottom appears digital/font-based rather than handwritten.
Recraft V4.1 Pro
- + Excellent text rendering, correctly spelling all menu items and the date.
- + Highly realistic chalkboard aesthetic with convincing smudges and chalk dust.
- + Maintains a consistent and beautiful handwritten style across all segments of the board.
- + Successfully interprets the incomplete 'Brown But...' prompt as 'Brown Butter Chocolate Chip Cookies'.
- − The '30' in the date is slightly small and cramped compared to the rest of the title.
- − The 'S' in 'SPECIALS' is slightly disconnected.
Verdict: Recraft V4.1 Pro is the clear winner as it perfectly renders all requested text with 100% accuracy and intelligently completes the truncated prompt. In contrast, Bria FIBO fails to produce legible words for the menu items and ignores the specific numbers provided for prices and dates.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
AI Judge Analysis
Bria FIBO
- + Excellent vibrant colors and glowing effects on the hooves and reins.
- + The astronaut's suit is highly detailed with consistent lighting.
- + Creative interpretation of 'space horse' elements with the luminous hooves.
- − The anatomy of the horse's legs is slightly awkward with five legs visible/implied.
- − The spiral galaxy in the background looks a bit like a flat sticker.
Recraft V4.1 Pro
- + More cinematic lighting and realistic photographic textures.
- + Dynamic composition that gives a strong sense of movement through space.
- + Inclusion of planets adds to the scale and depth of the scene.
- − The horse's front legs are anatomically confused, appearing to merge or have extra joints.
- − The astronaut is very small relative to the horse compared to common perception.
Verdict: Both models successfully followed the prompt, placing the astronaut on top of the horse in a space setting. Recraft V4.1 Pro provides a more cinematic and realistic photographic quality, while Bria FIBO offers a more vibrant, digital art aesthetic with better clarity on the astronaut's suit. Bria FIBO is slightly preferred for its creative luminous details, despite the minor leg-count artifact.
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
Bria FIBO
- + Excellent interior detail and lighting
- + Captures the bored expression of the passenger perfectly
- + Includes realistic phone glow on the passenger's face
- − The capybara's hands look more like primate hands than capybara paws
- − The capybara is positioned very high in the seat, looking slightly detached from the body
Recraft V4.1 Pro
- + Natural cinematic lighting and texture
- + The capybara's paws look more anatomically correct while still gripping the wheel
- + Better integration of the capybara into the driver's seat
- − The passenger is in the front seat instead of the back seat as requested
- − The passenger's phone is slightly blurry and less defined
Verdict: Bria FIBO followed the spatial instructions much better by placing the businesswoman in the back seat as specified, whereas Recraft V4.1 Pro placed her in the front passenger seat. While Recraft V4.1 Pro has a slightly more realistic photographic texture, Bria FIBO captured the specific narrative details of the prompt more accurately.
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.”
AI Judge Analysis
Bria FIBO
- + Excellent gothic atmosphere with realistic spiderwebs and thorn border
- + Effective cinematic lighting on the jack-o-lantern
- + Classic vintage parchment texture on the edges
- − Text rendering is poor with several typos like 'night of nights' and garbled event info
- − The jack-o-lantern is quite basic compared to the detailed background
Recraft V4.1 Pro
- + Perfect text rendering for all requested information, including dates and location
- + Highly detailed jack-o-lantern with realistic textures and internal glow
- + Ornate and elegant gothic typography that fits the prompt perfectly
- − The spiderweb border is a bit more stylized/vector-like than the realistic webs in model A
Verdict: Recraft V4.1 Pro is the clear winner as it followed every instruction, including specific text and details, with near-perfect accuracy. While Bria FIBO captured a very moody atmosphere and realistic spiderwebs, its failure to render the correct text and date makes it unusable as an invitation.
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
Bria FIBO
- + Excellent texture work on the salmon and tuna with PBR qualities
- + Complex, detailed arrangement of sushi and condiments
- + High clarity and sharp rendering of objects
- − Includes distracting watermark-like text artifacts in the corners
- − Typography is a bit thin and 'JAPAN' is not as bold as requested
Recraft V4.1 Pro
- + Perfectly bold and stylistic typography that matches the prompt
- + Clean, professional layout with no unwanted artifacts
- + Creative use of a rice-filled diorama base
- − Sushi models are a bit smaller and less detailed than the other model
- − The background blue is slightly less vibrant
Verdict: Recraft V4.1 Pro is the winner due to its superior text rendering, clean composition, and adherence to the layout instructions without any unintended visual artifacts. While Bria FIBO has impressive close-up textures on the sushi, the inclusion of corner watermarks and weaker typography makes it less polished 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.”
AI Judge Analysis
Bria FIBO
- + Includes all four requested animals clearly.
- + Vibrant and colorful meadow with varied flowers.
- + Good lighting and 'god ray' effects in the upper left.
- − Has a very 'CG' and stylized look rather than hyper-photorealistic.
- − The fox appears to be floating unnaturally in the air.
- − Butterflies have a flat, sticker-like appearance.
Recraft V4.1 Pro
- + Exceptional photorealism and texture in the fur and environment.
- + Dynamic and natural-looking interaction between the animals.
- + Beautiful rendering of dew drops and backlighting on the fur.
- − The fox has an anatomical issue where its body appears to merge into the puppy's tail.
- − The puppy's back legs are positioned awkwardly.
Verdict: Recraft V4.1 Pro captures the requested 'hyper-photorealistic' and 'dew sparkles' aesthetic perfectly, creating a much more convincing and artistic scene than Bria FIBO. While both models struggled slightly with the complex anatomy of multiple animals interacting, Recraft V4.1 Pro is the clear winner for its superior lighting, texture, and natural integration of the subjects into the meadow.
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
Bria FIBO
- + Features a clean, centered vector composition.
- + Good adherence to the color palette and texture requests.
- − Significant spelling errors in both the restaurant name and the establishment date.
- − Text rendering is messy with artifacts in the letters.
Recraft V4.1 Pro
- + Perfect text rendering for both 'Caffè Florian' and 'Est. 1720'.
- + Exhibits a true professional vector aesthetic suitable for a logo.
- + Elegant minimalist interpretation of the cloche and steam.
- − The steam element is a bit thick and stylized compared to the rest of the logo.
Verdict: Recraft V4.1 Pro followed all instructions perfectly, including difficult text rendering for both the specific name and the date. Bria FIBO failed significantly on the text, misspelled the words, and got the year wrong, making it unusable as a logo.
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
Bria FIBO
- + Features a visually appealing dark theme that feels more like a finished poster.
- + Good use of depth with subtle shadows and gradients while maintaining a clean aesthetic.
- + Successfully includes stylized depictions of astronauts and the lunar module.
- − The text is entirely gibberish and illegible.
- − The layout is chaotic and doesn't follow the requested step-by-step logic clearly.
- − The rocket design looks more like a shuttle than a Saturn V.
Recraft V4.1 Pro
- + Excellent text rendering with perfectly legible titles for every step.
- + Strictly follows the requested structural flow and numbering for the mission steps.
- + Maintains a very clean, consistent, and professional flat-vector aesthetic.
- − Small numbering error where the final two steps are both labeled '05'.
- − The composition is a bit sparse with a lot of empty white space.
- − The Saturn V icon is a bit simplified compared to the rest of the graphics.
Verdict: Recraft V4.1 Pro is the clear winner as it produced a functional infographic with perfectly legible text and a logical step-by-step flow that adheres to the prompt's instructions. Bria FIBO created a visually interesting artistic piece, but it failed completely on typography and informational clarity, which are essential for an infographic.
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Recraft V4.1 Pro tier text-to-image model — supports up to 2048×2048 and ultra-wide formats for hero imagery, campaigns, and print-ready work