FLUX.2 [dev] Black Forest Labs vs GPT Image 2 OpenAI

FLUX.2 [dev]

• + Excellent adherence to lighting requirements with a warm sunlit effect
• + Superior glass physics and reflections on the sphere and table
• + Realistic wood texture with visible grain and depth

• − The glass cube has double lines on the top edge that look slightly unrealistic

GPT Image 2

• + Perfectly centered and clean composition
• + Crisp focus on the plant leaves behind the cube
• + Highly detailed book texture and paper edges

• − The blue sphere lacks realistic reflections and highlights for a glass environment
• − The lighting is more diffuse and lacks the specific 'left window light' directional quality

FLUX.2 [dev]

• + Excellent adherence to the 'motion blur from passing cars' prompt requirement.
• + Highly realistic skin textures and wet fabric details.
• + Strong cinematic atmosphere with realistic light reflections on the pavement.

• − The mechanical structure of the bike near the handlebars is distorted and illogical.
• − The hands are slightly cluttered with anatomical artifacts.

GPT Image 2

• + Good inclusion of props like the toolbox to emphasize the 'repairing' action.
• + The Japanese text on the sign adds to the locational authenticity.
• + Clearer overall composition that shows more of the setting.

• − Failed to include the requested motion blur for passing cars.
• − Lower photographic realism with slightly smoother, flatter skin and hair textures.
• − Lighting feels a bit too bright and even, missing the 'cinematic' mood requested.

FLUX.2 [dev]

• + Excellent adherence to the 'beads' in hair requirement
• + Clear depiction of ornate engraving and battle-worn features like scars
• + Strong lighting effects from the torch within the composition

• − The leather straps look slightly flatter than Model B
• − The torch itself is a bit distracting at the edge of the frame

GPT Image 2

• + Exceptional skin texture and realistic, lifelike eyes
• + High-quality rendering of tarnished metal and weathered leather
• + Sophisticated use of shallow depth of field and soft lighting

• − The beads in the hair are very subtle/metallic and less distinct than requested
• − Missing the explicit 'scars' mentioned in the prompt, focusing more on dirt

FLUX.2 [dev]

• + Excellent photographic quality and lighting in the food images
• + Clean dual-page spread layout
• + Consistent colorful accent bars that define the style

• − Nonsensical text and incorrect section headers like 'PIZZAU'
• − Poor grid alignment between photos and corresponding text list items

GPT Image 2

• + Exceptional text legibility and semantic relevance
• + Perfect adherence to all requested sections (Appetizers, Pizza, Mains)
• + Superior layout design with clear price points and descriptors

• − Slightly lower fidelity in food photography compared to FLUX.2
• − Small social media icons at the bottom are slightly distorted

FLUX.2 [dev]

• + Excellent text legibility and clean graphic design
• + Highly realistic food textures, especially the lettuce and bun
• + Very accurate adherence to all specific text constraints

• − The 'exploded' effect is a bit static compared to the dynamic angles of the competitor
• − Composition feels a bit safe and centered

GPT Image 2

• + Superior dynamic composition with tilted angles creating a sense of energy
• + Excellent fiery glowing texture on the text elements
• + Higher level of detail in the food components like onions and sauce splashes

• − The '6' in the price has some internal graphical artifacts or speckling
• − The top bun's perspective is slightly warped due to the extreme angle

FLUX.2 [dev]

• + Excellent chalk texture and realistic smudge marks on the board.
• + Strong visual clarity while maintaining a authentic handwriting feel.

• − Includes some ghosting/smudging artifacts in the middle of the 'Grilled Octopus' line.
• − The handwriting style is slightly thicker and less 'elegant' than the style requested.

GPT Image 2

• + Highly consistent and elegant handwriting style that perfectly matches the 'cursive' prompt.
• + Excellent layout within the wooden frame that feels more like a completed café scene.
• + Perfect text accuracy and spacing for all listed menu items.

• − The chalk texture on the letters is slightly more uniform than the varied texture found in Model A.

FLUX.2 [dev]

• + Succesfully incorporates specific clothing items like the scarf and black sweater from the reference.

• − Catastrophic failure in anatomy, merging the two characters into a multi-headed or layered monstrosity.
• − Poor image coherence and visible artifacts on the left side of the character.

GPT Image 2

• + Perfectly replicates the complex pose from Image 1.
• + Excellent character consistency, including the face, hair, and accessories from Image 2.
• + Seamless lighting and high visual quality.

• − The scarf's pattern is slightly simplified compared to the source image.

FLUX.2 [dev]

• + High visual quality and resolution.
• + Cinematic lighting and composition.

• − Completely failed the prompt's core constraint of having the horse on top of the astronaut.

GPT Image 2

• + Excellent adherence to the tricky prompt logic, correctly placing the horse on top of the astronaut.
• + Highly detailed textures on the spacesuit and the lunar surface.
• + Great attention to detail with the reflection in the astronaut's visor.

• − The horse's front legs look slightly awkward resting on the astronaut.

FLUX.2 [dev]

• + Successfully replicates the scarf pattern and coat style
• + Includes extra jewelry details not in model B

• − Completely fails to preserve the face and skin of the person from Image 1, merging facets of the person in Image 2 instead
• − Changes the hair style and facial features significantly

GPT Image 2

• + Excellent preservation of the person's face, skin markings, and hair from Image 1
• + Accurately places the clothing layers from Image 2 onto the target body shape while maintaining the background elements

• − The scarf pattern is slightly less precise compared to Image 2 than what Model A achieved

FLUX.2 [dev]

• + Excellent photorealistic lighting and skin/fur textures
• + Perfect execution of the 'bored' expression on the passenger
• + High-quality rendering of the capybara's paws on the steering wheel

• − The capybara's jacket looks slightly like it's merging with the seat/door

GPT Image 2

• + Strong cinematic composition through the open door/window area
• + Very detailed taxi driver hat with NYC branding
• + Accurate depiction of a rainy/glowing Manhattan night background

• − The passenger's expression is a bit too drowsy rather than 'bored'
• − The scale of the capybara relative to the interior feels slightly too large

FLUX.2 [dev]

• + Excellent legibility and clean graphic design
• + Perfect adherence to the specified date, time, and location text
• + Well-defined thorns and spiderwebs in the border

• − The parchment effect is a bit too clean and modern for a vintage gothic look
• − The composition feels a bit more like a digital graphic than a cinematic poster

GPT Image 2

• + Rich, atmospheric vintage gothic aesthetic with high level of detail
• + Creative interpretation of 'The Arches' showing a bridge and cityscape in the background
• + Superior cinematic lighting and texture on the pumpkin and parchment

• − The text 'The Arches' is slightly cramped near the bottom border
• − More visual clutter makes the small banner text harder to read than in the other version

FLUX.2 [dev]

• + Excellent adherence to 'minimal garnish' instruction.
• + Clean and soft lighting that matches the 'cartoon 3D' aesthetic perfectly.
• + Perfect text layout and flag icon rendering.

• − The 'diorama base' is extremely simple compared to a miniature scene.

GPT Image 2

• + Incredibly detailed PBR materials and high-quality textures.
• + Creative diorama base including a stone lantern and garden details.
• + Very high visual clarity and vibrant colors.

• − Failed the 'minimal garnish' instruction with a cluttered scene.
• − The text and flag have heavy drop shadows that diverge slightly from the clean 2D clean-text style.

FLUX.2 [dev]

• + Excellent anatomical accuracy on the fur textures and animal features.
• + Beautiful backlight and rim lighting that integrates the animals into the scene.
• + Clean, high-resolution rendering with a soft, cinematic bokeh.

• − Static composition where animals are sitting rather than 'playfully chasing'.
• − Includes an extra animal (two rabbits) not requested in the prompt.

GPT Image 2

• + Captures the action of 'playfully chasing' and 'tumbling' much better than Image A.
• + Dynamic composition with a more varied and colorful wildflower meadow.
• + Follows the count and type of animals exactly as requested.

• − Visible anatomical artifacts, particularly on the fox's front right leg which appears disjointed.
• − Slightly more 'AI-plastic' look to the fur compared to the realism of Flux.

FLUX.2 [dev]

• + Excellent minimalist vector style suitable for a modern logo.
• + Perfect typography and spelling of all requested text.
• + Clean, bold shapes that are highly scalable.

• − Minimalist approach results in very simple steam rendering.
• − The banner design is a bit clunky compared to the cloche.

GPT Image 2

• + Beautiful sophisticated typography with elegant serifs.
• + Excellent use of hatching and subtle texture for a premium vintage feel.
• + Well-balanced composition with an ornate frame.

• − Less 'minimalist' than requested, leaning more towards detailed illustration.
• − The banner is at the bottom, separating it from the main brand name.

FLUX.2 [dev]

• + Excellent vector art style that feels clean and modern
• + Creative inclusion of the crew names in the header
• + Rich, saturated color palette that follows the prompt instructions

• − Confused layout with haphazard icon placement
• − Major text legibility issues and spelling errors (e.g., 'Trarquility')
• − Failed to follow the requested number and order of steps

GPT Image 2

• + Perfect infographic layout with a logical progression of steps
• + Accurate and legible text rendering throughout the image
• + Authentic NASA/Apollo 11 mission patch and branding details
• + Correct icons for every specific mission phase requested

• − Slightly more complex illustrative style than a strict 'flat-vector' request
• − The crew silhouettes are a bit generic