DALL-E 2 OpenAI vs FLUX.1 Kontext [dev] Black Forest Labs

DALL-E 2

• + Features a wooden table with floor reflections.
• + Muted artistic lighting style.

• − Fails almost all prompt instructions: no blue sphere inside, no book on top, and no plant behind.
• − Poor spatial reasoning and object separation.

FLUX.1 Kontext [dev]

• + Perfect prompt adherence: all objects are present and in the correct spatial relationships.
• + High visual quality with realistic textures and lighting.
• + Convincing glass refraction and reflections on the sphere.

• − The base of the cube looks like a mirror rather than plain glass.
• − The book appears slightly small relative to the cube.

DALL-E 2

• + Successfully captured the 'imperfect framing' and 'candid' feel requested in the prompt.
• + Atmospheric and realistic reflections on the wet pavement.
• + Good use of bokeh and shallow depth of field.

• − The subject's face is completely blurred/obscured, missing the request for an 'elderly Japanese man' detail.
• − The focus is extremely shallow to the point where it is difficult to see the 'repairing' action.
• − Low resolution and grainy quality compared to modern models.

FLUX.1 Kontext [dev]

• + High resolution and clear representation of an elderly Japanese man and a red bicycle.
• + Accurately depicts the light rain and the street reflections.
• + Realistic skin textures and clothing details.

• − Failed to include 'motion blur from passing cars' as cars are mostly stationary in the background.
• − The composition is very centered and posed, missing the 'imperfect framing' and 'candid' request.
• − The man is sitting on the bike rather than 'repairing' it.

DALL-E 2

• + Heavily textured armor creates a tactile feeling of grit and age.
• + Strong adherence to the bokeh sparks and torchlight effect in the background.

• − Image is extremely blurry and lacks anatomical coherence or facial detail.
• − Completely fails to render braids, eyes, or complex engraving as requested.
• − The 'battle-worn' effect looks more like abstract rust or texture noise rather than a person.

FLUX.1 Kontext [dev]

• + Excellent anatomical detail with lifelike eyes and realistic facial expressions.
• + High-fidelity rendering of ornate engraved plate armor and cloth underlayers.
• + Follows all prompt instructions including faint scars, hair details, and warm lighting.

• − The 'braided' aspect of the hair is subtle and mostly hidden behind the head.
• − The armor looks a bit too clean for a 'battle-worn' description, despite the facial scars.

DALL-E 2

• + Strong bold typography that fits the minimalist aesthetic
• + Creative use of geometric shapes as placeholders for food imagery

• − Does not follow the grid layout for food photos requested
• − Text rendering is significantly distorted and illegible
• − Fails to clearly delineate sections for appetizers, pizza, and mains

FLUX.1 Kontext [dev]

• + Excellent adherence to the grid layout with vibrant food photos
• + Clearly defined sections and hierarchical typography
• + High visual quality and realistic rendering of culinary items

• − Some minor artifacts in the smaller text lines
• − The word 'Appetizers' is misspelled as 'APPETIZRS'

DALL-E 2

• + Captures the 'exploded' and 'dynamic' motion requested in the prompt.
• + Has a strong fiery aesthetic with glowing embers integrated into the food.

• − Text rendering is poor with significant spelling errors ('MARGIC', 'BAGUEC').
• − Low visual clarity and poor food detail; components look messy and unappetizing.
• − Failed to include the price or starburst element.

FLUX.1 Kontext [dev]

• + Excellent text rendering including the primary title and starburst price tag.
• + Photorealistic food detail with crisp textures and appealing colors.
• + High-quality composition that looks like a professional commercial advertisement.

• − Failed to create an 'exploded' burger, showing an assembled burger instead.
• − Typo in the secondary text: 'INHL Y' instead of 'ONLY'.

DALL-E 2

• + The texture of the chalk on the board is realistic.
• + It captures the handwritten aesthetic reasonably well.

• − The text is completely illegible gibberish.
• − It failed to follow any of the specific menu items or date requested in the prompt.
• − The composition is cluttered and poorly framed.

FLUX.1 Kontext [dev]

• + Successfully rendered the specific menu items and most of the requested date.
• + High resolution with clear, readable handwriting.
• + Excellent composition and framing of the chalkboard.

• − Contains several spelling errors and repetitions like 'Mashroom' and 'with with'.
• − The date 'APRIL' is rendered with some garbled characters.

DALL-E 2

• + Features a classic cinematic and grainy space aesthetic.
• + Displays a coherent celestial background with a moon surface and planet.

• − Fails the negative constraint by placing the astronaut on top of the horse.
• − The horse's anatomy is distorted with mismatched leg placement and a strange tail.
• − Low resolution and blurry textures compared to modern models.

FLUX.1 Kontext [dev]

• + Successfully follows the difficult spatial reasoning prompt by placing the horse on top of the astronaut.
• + High-resolution image with crisp details on the space suit and horse's mane.
• + Photorealistic rendering of the astronaut's face and skin textures inside the helmet.

• − The composition feels a bit static with the astronaut just floating.
• − The interaction between the horse and the astronaut's shoulders is slightly awkward.

DALL-E 2

• − Failed to understand the scene composition, placing the passenger in the front seat.
• − Severe anatomical artifacts, distorted faces, and a nonsensical animal representation.
• − Composition is messy with low resolution and incoherent objects.

FLUX.1 Kontext [dev]

• + Excellent prompt adherence, correctly placing the capybara as the driver and the woman in the back seat.
• + High visual quality with realistic fur textures and cinematic lighting.
• + Perfectly captures the 'bored' expression of the passenger and the 'professional' demeanor of the capybara.

• − Only one paw is strictly on the steering wheel, while the other is on its lap.

DALL-E 2

• + Strong moody lighting that feels authentically vintage and eerie.
• + Distinct gothic border texture with thorns and organic shapes.

• − Text is completely illegible and misspelled.
• − Missing requested visual elements like the central jack-o-lantern and bats.

FLUX.1 Kontext [dev]

• + Clear, legible header text and event details.
• + Includes all requested focal points: jack-o-lantern, bats, and thorns.
• + Well-balanced composition with an organized layout.

• − The 'small scroll banner' text contains several spelling errors.
• − Visual style feels more like a modern digital graphic than a vintage parchment poster.

DALL-E 2

• + Matches the requested isometric 45-degree angle.
• + Clean lighting and shadows.

• − Fails to include the word 'JAPAN'.
• − Misspells 'SUSHI' as 'Sush'.
• − Text is placed on the plate rather than at the top-center background.
• − The sushi models are poorly defined and unappetizing.

FLUX.1 Kontext [dev]

• + Excellent text rendering, correctly including 'JAPAN' and 'SUSHI'.
• + Follows the instruction for a flag icon and top-center text placement.
• + Beautiful clay-like 3D cartoon textures that feel cohesive.
• + Clean, professional composition that matches the 'diorama' aesthetic perfectly.

• − The flag icon is a simplified geometric representation rather than a literal Japanese flag.
• − The camera angle is more of a front-perspective than a 45-degree top-down isometric view.

DALL-E 2

• + Attempts to include all five requested animal types.
• + Includes colorful butterflies in the scene.

• − Abysmal image quality with severe artifacting and distorted limbs.
• − Animals look like taxidermy or poorly photoshopped cutouts.
• − Lack of coherence and photorealism.

FLUX.1 Kontext [dev]

• + Excellent visual quality with ultra-detailed fur and sharp rendering.
• + Beautiful cinematic lighting with a warm golden sunrise effect.
• + Superior composition that captures dynamic movement and joy.

• − Failed to include the full count of different animals (missing the rabbit and fox kit).
• − The 'tabby kitten' appears more as a plain ginger/white kitten.

DALL-E 2

• + Captured a generic cloche shape
• + Followed the warm brown and cream color palette

• − Text is completely illegible and gibberish
• − The graphic elements are messy and poorly rendered
• − Lacks the requested 'Est. 1720' banner and subtle texture

FLUX.1 Kontext [dev]

• + Perfect text rendering for both 'Caffè Florian' and 'Est. 1720'
• + Clean vector emblem style with clear minimalist lines
• + Accurate inclusion of the cloche dome with a steam detail

• − Missing the specific 'banner' element for the date as requested in the prompt
• − The font choice leans more modern-bold than 'classic' typography

DALL-E 2

• + Matches the 'NASA-inspired' and technical layout aesthetic better.
• + Follows the color palette requirements accurately.
• + Good use of space and technical-looking line work.

• − Text is completely illegible and gibberish.
• − Failed to follow the requested 1-6 step sequence.
• − Does not use the specific requested icons like Saturn V.

FLUX.1 Kontext [dev]

• + Features more recognizable iconography like the Moon and celestial bodies.
• + Closer to therequested infographic structure with numbered lists.
• + Clean, modern vector style as requested.

• − Contains significant spelling errors ('APOLO', 'DESCNT').
• − Iconography is abstract and messy in several places.
• − Numbering system is confusing and inconsistent (repeating '1').