FLUX.2 [dev] Black Forest Labs vs HiDream I1 Full HiDream AI

FLUX.2 [dev]

• + Excellent adherence to lighting instructions with realistic soft window light.
• + Highly realistic textures on the wood table and the glass cube edges.
• + Perfect spatial arrangement of all requested objects.

• − The blue sphere's reflection on the bottom of the cube is slightly detached.

HiDream I1 Full

• + Successfully includes all prompt elements in the scene.
• + Good color vibrance on the blue sphere and red book.

• − The blue sphere is floating unnaturally in the center of the cube.
• − The perspective of the plant visible through the glass is slightly distorted.
• − Lower overall sharpness and texture detail compared to the other model.

FLUX.2 [dev]

• + Excellent skin and hair texture that looks highly realistic.
• + Successfully captures the motion blur from a passing car as requested.
• + The 'imperfect framing' feels like a genuine candid street photo.

• − The hands have some classic AI structural issues, particularly with finger merging.
• − The bicycle cables and mechanical parts are a bit tangled and nonsensical.

HiDream I1 Full

• + Beautiful reflections on the wet pavement.
• + Good color palette and atmospheric depth.

• − The man appears to be sitting on a miniature or structurally impossible bicycle.
• − Lacks the requested motion blur from passing cars.
• − The hands are severely distorted, and the physics of the character interacting with the bike is poor.

FLUX.2 [dev]

• + Excellent photorealism in the skin texture and scars.
• + Ornate engraving on the plate armor is beautifully detailed and realistic.
• + Superior lighting integration with warm torchlight naturally interacting with all surfaces.

• − The beads in the hair are a bit small and less distinct than requested.
• − The leather straps lack significant wear compared to the facial scarring.

HiDream I1 Full

• + Very distinct and stylized hair beads that align well with the prompt.
• + The 'battle-worn' aesthetic is conveyed through grit and blood on the armor.

• − Over-sharpened visual quality leads to a 'digital' look rather than a lifelike one.
• − The eyes look slightly unnatural and overly saturated.
• − Anatomy of the neck and how the braids fall over the armor feels a bit forced.

FLUX.2 [dev]

• + Excellent professional layout with distinct columns and headers.
• + High-quality, varied food photography that fits a restaurant aesthetic.
• + Clean use of vibrant accent colors as requested.

• − Text consists largely of illegible gibberish characters.
• − Incorrectly pluralized 'PIZZAU' and 'DIZZA' in headers.

HiDream I1 Full

• + Features legible (though misspelled) sans-serif English text.
• + Clean, minimalist white background with a simple grid.
• + Good balance of text and image spacing.

• − Limited variety in food photos, showing only pizzas for all sections including 'Mains'.
• − Text contains several typos like 'Chapne' and 'Surmper'.
• − Layout is quite basic and lacks the 'professional' polish of a real menu.

FLUX.2 [dev]

• + Excellent prompt adherence with all text correctly spelled.
• + Highly realistic chalk texture with smudges and natural handwriting variations.
• + Authentic blackboard appearance with chalk dust and appropriate letter slant.

• − The layout is a bit cramped at the bottom, though legible.
• − Slight distortion in the word 'with' on the second item.

HiDream I1 Full

• + Clean, aesthetically pleasing layout and wood frame.
• + The title and date are rendered correctly and clearly.

• − Complete failure to follow prompt instructions for the menu items, producing gibberish text.
• − Text appears too smooth and digital, lacking authentic chalk texture.
• − All prices were hallucinated and do not match the prompt.

FLUX.2 [dev]

• + Excellent photographic realism with detailed textures on the spacesuit and horse fur.
• + Sophisticated lighting and cinematic depth of field.
• + Natural interaction between the rider's hands and the reins.

• − Failed the specific spatial instruction; the astronaut is on top, not the horse.

HiDream I1 Full

• + Dynamic composition with a strong sense of movement.
• + Clear, high-contrast imagery that fits the 'cinematic' prompt.

• − Failed the specific spatial instruction; the astronaut is on top, not the horse.
• − The horse's front-right leg has an anatomical glitch where the hoof joins.

FLUX.2 [dev]

• + Excellent adherence to the 'professional' expression for the capybara.
• + Logical camera placement from outside the windshield looking in.
• + Highly realistic textures on the capybara's fur and the passenger's coat.

• − The capybara's front paws appear more like human-monkey hybrid hands than natural capybara paws.
• − Minor clipping where the steering wheel and paws meet.

HiDream I1 Full

• + Clean and vibrant colors with clear 'TAXI' text on the hat.
• + Successfully captures the bored expression of the passenger in the back.
• + Good depth of field with the blurred Manhattan lights.

• − The perspective is awkward, with the passenger appearing too large and close to the driver for a standard taxi.
• − The capybara's head is fused oddly with the jacket collar.
• − Anatomy of the paws on the steering wheel is poorly defined.

FLUX.2 [dev]

• + Perfect text rendering for all requested details and dates.
• + Superior composition with a cohesive thorny border and moody atmospheric lighting.
• + Excellent parchment texture and thematic consistency.

• − The thorns are slightly busy at the top of the frame.

HiDream I1 Full

• + Good inclusion of bats and twisted trees in the background.
• + Strong contrast in the jack-o-lantern's glow.

• − Severely failed to render the specific date and location information correctly.
• − Text contains gibberish such as 'Yootmber' and '30 cm'.
• − Missing the word 'Invitation' from the main title.

FLUX.2 [dev]

• + Excellent preservation of the original face, clothing, and background.
• + Realistic hair texture and lighting integration.
• + Follows the instruction to add a full head of hair perfectly.

• − The hair style choice (large afro) is a bit dramatic compared to the original beard texture.

HiDream I1 Full

• + Added some hair to the back of the head.

• − Fails to preserve the original face, changing the subject entirely.
• − Completely changes the background environment from a desert to a field with windmills.
• − Introduces major artifacts like the strange black object across the face.
• − Does not provide a 'full head of hair' as the top remains bald.

FLUX.2 [dev]

• + Excellent adherence to the flag icon requirement
• + Beautifully rendered PBR textures on the fish and wasabi
• + Clean, centered typography with high readability

• − The sushi and plate are slightly off-center compared to the diorama base

HiDream I1 Full

• + Strong 3D isometric perspective and composition
• + Vibrant colors that pop against the blue background
• + Accurate execution of the raised diorama base

• − Failed to include the requested Japanese flag icon
• − The 'SUSHI' text is slightly small and less prioritized
• − The rice grains look a bit like individual plastic beads rather than cohesive sushi rice

FLUX.2 [dev]

• + Successfully incorporates all elements including hockey, dogs, and the TV anchor desk.
• + Maintains a strong resemblance to the source subject while adopting a caricature style.
• + Extremely creative composition with dogs in jerseys and a hockey rink set.

• − Text on the desk is garbled and unreadable.
• − Includes a random secondary human figure that wasn't requested.

HiDream I1 Full

• + Captures the caricature facial style well and maintains the source subject's identity.
• + High visual clarity in the rendering of the character and the dog.

• − Completely ignores the 'hockey' part of the prompt.
• − The 'TV show anchor' element is very subtle, relying only on a blurred background TV rather than a clear profession depiction.
• − Anatomical issues with the dog merging into the shoulder.

FLUX.2 [dev]

• + Excellent anatomical accuracy for all animal types.
• + Masterful handling of lighting, including god rays and dew sparkles in the grass.
• + Photorealistic fur texture and high environmental detail.

• − Includes two bunnies instead of one, slightly missing the specific count requested.

HiDream I1 Full

• + Captures a very 'wholesome' and cute aesthetic with expressive eyes.
• + Vibrant colors that pop.

• − Missing the baby bunny entirely.
• − Looks more like a digital painting or illustration than a 'hyper-photorealistic' scene.
• − The puppy's paws and the fox's body have blurred, incoherent blending with the grass.

FLUX.2 [dev]

• + Excellent preservation of the source image's composition and character poses.
• + Perfectly captures the soft, pastel color palette requested in the prompt.
• + Highly accurate rendering of the iconic meme face expressions in an illustrative style.

• − The transition from a city street to a flower field is a significant background change, though it fits the 'dreamy' request.

HiDream I1 Full

• + Strong Studio Ghibli character design aesthetic with rounder features and blush.
• + Maintains the urban street setting of the original image.
• + Creative addition of patterns to the clothing that feel thematic.

• − Fails to preserve the core 'distracted boyfriend' pose, as the man is looking forward and smiling rather than looking back in surprise.
• − Loses the specific facial expressions (the girlfriend's anger, the man's longing) that define the source image.

FLUX.2 [dev]

• + Excellent source preservation, maintaining the woman's face, clothing, and the dog perfectly.
• + Strong prompt adherence, adding wind-blown hair and flying leaves.
• + Maintains consistent lighting and background details from the original image.

• − The wind effect on the hair is slightly symmetrical and looks a bit digital.

HiDream I1 Full

• + Successfully captures a high-energy, lively feeling as requested in the prompt.
• + Leaves and hair motion feel very integrated with the character's movement.

• − Very poor source preservation; the person has been changed, the dog is missing, and the background is altered.
• − The woman's right hand and feet have significant anatomical issues/distortions.

FLUX.2 [dev]

• + Perfect text rendering including the accented 'è' in Caffè Florian.
• + Excellent banner work with complex, clean vector-style lines.
• + Authentic subtle texture on the background that mimics vintage paper.

• − The steam lines on top of the cloche are very small and somewhat disconnected from the main silhouette.

HiDream I1 Full

• + Creative interpretation of the cloche as a glass dome revealing a coffee cup.
• + Bold, clear visual hierarchy that is easy to read at a glance.

• − Completely failed to include the brand name 'Caffè Florian' which was the primary subject.
• − The cloche geometry is slightly asymmetrical on the left side curve.
• − Lacks the requested 'subtle texture' on the background.

FLUX.2 [dev]

• + Successfully followed the palette and requested steps accurately
• + Higher quality icons with sophisticated vector shading
• + Excellent text readability for major headers

• − Included random garbled text at the bottom and in the center
• − Repeated some icons out of sequence

HiDream I1 Full

• + Strong composition with a clear central focal point
• + Good use of the navy, white, and red color palette

• − Failed to include 5 out of the 6 requested mission steps
• − Included literal words from the prompt like 'ICON' and '+ UNG' in the design
• − Inaccurate planetary depictions (Saturn-like rings on a red planet)