Black Forest Labs' 12-billion parameter multimodal flow transformer for in-context image generation and editing with character consistency, typography handling, and commercial-ready quality
Settled by community votes across 4 shared challenges, with an AI judge weighing in on each.
FLUX.1 Kontext [pro]
20.3
arena score
#41 of 62 in Text-to-Image
Skill signature
· Text-to-Image
P-Image Edit
9.5
arena score
#29 of 32 in Image Editing
Vote tally
Where the votes landed
FLUX.1 Kontext [pro]
0%
win rate
Ties
0%
P-Image Edit
0%
win rate
Shared challenges
4
Challenge by challenge
The strongest take from each model on every shared challenge, with the AI judge's read.
Bald man challenge
Image EditingEdit instruction
“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”
FLUX.1 Kontext [pro]
P-Image Edit
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Excellent preservation of the original facial features and bone structure
- + Hair texture matches the existing beard well
- + Maintains original lighting and skin tones accurately
- − The hairline is a bit too straight and sharp across the forehead
- − The hair volume is slightly disproportionate to the head shape
P-Image Edit
- + Excellent preservation of the original image background, clothing, and facial features
- + Impressive detail in the individual curls and texture
- − The curly hair type doesn't quite match the straight/coarse texture of the existing beard
- − The hair looks more like an overlay or wig rather than growing naturally from the scalp
Verdict: FLUX.1 Kontext [pro] provided a more stylistically consistent hair texture that matched the subject's beard, though the hairline was slightly artificial. P-Image Edit maintained the original image's integrity perfectly but chose a curly hair texture that felt less integrated with the subject's natural features. Overall, FLUX.1 Kontext [pro] felt more like a coherent person, while P-Image Edit felt like a high-quality filter.
Over-the-top cartoon caricature
EditingEdit 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
FLUX.1 Kontext [pro]
P-Image Edit
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Excellent preservation of the subject's features and clothing style from the source image.
- + Successful translation of the photograph into a cartoon/caricature style.
- − Completely failed to incorporate the requested job (TV anchor), hockey, or dogs.
P-Image Edit
- + Perfect adherence to all prompt elements including the TV anchor desk, hockey rink background, and dogs.
- + Maintains a clear likeness to the woman in the source image while applying a caricature style.
- + High levels of creativity in combining the complex elements into one scene.
- − The text on the screens and signs is garbled.
- − The small dog character has some anatomical oddities/artifacts on its back.
Verdict: FLUX.1 Kontext [pro] failed the image editing task by ignoring all the specific content requirements (TV anchor, hockey, dogs), simply providing a cartoon version of the original selfie. P-Image Edit successfully followed every instruction, placing the subject in an exaggerated TV anchor setting at a hockey rink with dogs, making it the clear winner for prompt adherence.
Studio Ghibli Anime Style
EditingEdit 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
FLUX.1 Kontext [pro]
P-Image Edit
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Captures the Studio Ghibli watercolor aesthetic perfectly with authentic line work.
- + Matches the character facial expressions from the original meme while translating them to anime style.
- + Preserves the urban street background from the source image in a hand-painted style.
- − The girl in the foreground has slightly simplified features compared to the source.
P-Image Edit
- + Successfully uses soft pastel colors and a dreamy, whimsical background.
- + Preserves a higher degree of facial likeness to the original actors.
- + High visual clarity and clean rendering.
- − The art style feels more like a modern digital 'webtoon' or generic anime than the requested Studio Ghibli style.
- − Replaces the specific urban street background with a generic pastel park scene, losing the original context.
Verdict: FLUX.1 Kontext [pro] is the clear winner as it successfully replicates the specific hand-painted, watercolor aesthetic characteristic of Studio Ghibli while maintaining the compositional context of the original meme. P-Image Edit creates a pleasing illustration but fails to capture the specific Ghibli texture, opting instead for a modern digital art style and a generic background.
Golden Hour Stroll
Image EditingEdit instruction
“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”
FLUX.1 Kontext [pro]
P-Image Edit
AI Judge Analysis
FLUX.1 Kontext [pro]
- + Excellent source preservation, keeping the original face and clothing almost identical
- + Naturalistic wind effect on the hair
- + Subtle but effective leaf placement
- − The leash and hand connection is slightly more distorted than the original
- − The 'energetic' feel is a bit more restrained
P-Image Edit
- + Very strong dynamic effect with more leaves and wildly blowing hair
- + Creates a high sense of energy and motion
- + Maintains the identity of the person and dog well
- − Significant distortion of the lady's face compared to the original
- − The leash has been detached from her hand and replaced with a awkward loop
- − Some leaves look like floating specks rather than actual foliage
Verdict: FLUX.1 Kontext [pro] successfully adds motion while almost perfectly preserving the woman's face and the majority of the original image details. P-Image Edit creates more movement but significantly alters the subject's facial features and breaks the logic of the leash in the process.
Next steps
Explore each model
PrunaAI's sub-1-second multi-image editing model supporting up to 5 reference images with state-of-the-art quality