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FLUX.2 [pro] Black Forest Labs P-Image Edit PrunaAI

Settled by community votes across 6 shared challenges, with an AI judge weighing in on each.

FLUX.2 [pro]

26.3 arena score

#8 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.2 [pro]

0%

win rate

Ties

0%

P-Image Edit

0%

win rate

Shared challenges 6

Challenge by challenge

The strongest take from each model on every shared challenge, with the AI judge's read.

Man and Car in California

Editing
Edit instruction

“Make a photo of the man driving the car down the California coastline”

Source
FLUX.2 [pro]
P-Image Edit

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent preservation of the specific car model and details from the source image.
  • + Captures the man's likeness and hair style perfectly.
  • + The low-angle composition on the highway is very realistic.
  • The man's scale relative to the car is slightly too small.
  • The car's shadow on the road is somewhat soft given the direct sunlight.

P-Image Edit

  • + Great scenic composition capturing a classic California coastline feel.
  • + Good motion blur on the road and wheels enhancing the sense of speed.
  • + Accurate car preservation from the source.
  • The man's facial features are obscured and do not look like the source image.
  • The lighting on the man inside the car is too dark compared to the bright surroundings.

Verdict: Both models did an excellent job of extracting the Rolls Royce and placing it in a new environment. FLUX.2 [pro] is the clear winner because it successfully maintained the man's likeness and characteristic hairstyle from the second source image, whereas P-Image Edit lost almost all of his facial detail and resemblance.

Pose & Character Mashup

Editing
Edit instruction

“Use Image 1 as the exact pose reference and Image 2 as the character reference. Recreate the person/character from Image 2 in the exact dynamic pose and body position from Image 1. Keep the exact face, hair, clothing style/details, and expression from Image 2. Match the lighting and environment of Image 1. The final image must show the character from Image 2 performing the precise action/pose from Image 1 with perfect anatomy and natural integration.”

Source
FLUX.2 [pro]
P-Image Edit

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent character preservation, including facial features, glasses, hair, and clothing details from Image 2.
  • + High image quality with realistic skin textures and lighting integration.
  • + Successful adaptation to the yellow studio environment with natural shadows.
  • Failed to match the exact leg and torso pose from Image 1, settling for a crouch instead of the cross-legged lean.
  • The character is squatting on the box rather than maintaining the specific balance point from the reference.

P-Image Edit

  • + Better adherence to the complex cross-legged body position and overall silhouette from Image 1.
  • + Attempts to merge elements like the scarf and glasses while keeping the dynamic tilt.
  • Anatomical failure where the character's head is attached to a long, unnatural neck/torsion.
  • Poor character preservation, giving the male character long flowing hair from Image 1 and inconsistent clothing colors (red sleeve).
  • The hand and arm reaching down are distorted and do not match the reference pose properly.

Verdict: FLUX.2 [pro] is the preferred model because it successfully transfers the character's identity, clothing, and accessories with high visual fidelity, even though it slightly simplified the complex pose. P-Image Edit followed the pose more closely but suffered from severe anatomical distortions and failed to maintain the character's gender/hair style, resulting in a confusing hybrid of the two images.

Bald man challenge

Image Editing
Edit instruction

“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”

Before After
FLUX.2 [pro]
Before After
P-Image Edit

AI Judge Analysis

FLUX.2 [pro]

  • + Natural and realistic hair texture
  • + Excellent preservation of lighting and atmosphere
  • + Maintains original identity while blending the new hair seamlessly
  • Subtle facial morphing in the eye and forehead area
  • Hairline transition on the right side is slightly soft

P-Image Edit

  • + Perfect preservation of original facial features and glasses
  • + Exact matching of the source background and clothes
  • Hair looks like a wig overlaid on top of the head
  • Hair texture and lighting do not match the environment
  • Hairline and curls appear artificial and lack depth

Verdict: FLUX.2 [pro] produces a much more believable and integrated result, successfully creating a natural hair texture that matches the rugged lighting of the original scene, though it slightly alters the face. P-Image Edit perfectly preserves the original face but fails the core task by producing an unrealistic, wig-like effect that doesn't respect the lighting or physics of the source image. FLUX.2 [pro] is preferred for its significantly higher realism and better execution of the prompt.

Over-the-top cartoon caricature

Editing
Edit 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.2 [pro]
P-Image Edit

AI Judge Analysis

FLUX.2 [pro]

  • + Successfully incorporates all prompt elements: tv anchor, dogs, and hockey in a cohesive studio setting.
  • + Captures the subject's likeness effectively in a stylized, exaggerated caricature format.
  • + Highly clean and polished vector-style illustration with no significant artifacts.
  • The dogs look more like generic cartoon characters than specific pets.
  • The hockey elements are slightly less dynamic, mostly confined to the desk and background screens.

P-Image Edit

  • + Excellent character likeness that preserves the specific facial structure and smile of the source image.
  • + More dynamic hockey interaction with players and rink depicted in the background.
  • + Includes clever details like the television microphone and sports-themed desk accessories.
  • The 'love for dogs' is represented by a strange, anatomically confusing heart-shaped backpack on the dog.
  • The text in the background is garbled and nonsensical.
  • The hand holding the pen has anatomical issues with finger placement.

Verdict: Both models did an excellent job of translating the source image into a caricature style. FLUX.2 [pro] produced a more polished and professional-looking illustration that felt more like a complete 'TV show' scene, while P-Image Edit achieved a slightly better caricature likeness of the original woman's face but struggled with garbled text and a bizarrely designed dog accessory. Overall, FLUX.2 [pro] is preferred for its cleaner composition and better integration of all requested themes.

Studio Ghibli Anime Style

Editing
Edit 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.2 [pro]
P-Image Edit

AI Judge Analysis

FLUX.2 [pro]

  • + Perfectly captures the Studio Ghibli art style with line work and facial features.
  • + Excellent texture that mimics a hand-painted watercolor background.
  • + Highly accurate preservation of the original pose while translating it into the new style.
  • The colors are slightly more muted than a typical vibrant Ghibli landscape.

P-Image Edit

  • + Maintains a strong resemblance to the original human faces while stylizing them.
  • + Successfully incorporates dreamy, colorful cloud textures requested in the prompt.
  • The art style leans more toward generic modern webtoon or digital illustration than Ghibli.
  • The facial expressions are a bit stiff and don't quite capture the Ghibli 'soul'.

Verdict: FLUX.2 [pro] is the clear winner as it successfully translates the source image into a specific, recognizable Studio Ghibli aesthetic with appropriate line art and painterly backgrounds. P-Image Edit creates a pleasing digital illustration but fails to capture the iconic hand-drawn feel and specific character design language of the requested studio style.

Golden Hour Stroll

Image Editing
Edit instruction

“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”

Before After
FLUX.2 [pro]
Before After
P-Image Edit

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent integration of flying leaves with varied sizes and realistic motion blur
  • + Seamless hair edit that looks natural while capturing significant movement
  • + Perfect preservation of the original person, dog, and background lighting
  • The leaf in the bottom right corner is slightly too blurred and distracts from the subject

P-Image Edit

  • + Good dynamic hair flow that feels symmetrical and energetic
  • + Leaves are small and don't obscure the main subjects
  • + Effective preservation of the original image's identity
  • The leaves are very small and uniform, making them look like confetti rather than natural foliage
  • The hair edit has some slight artifacts where it meets the background trees

Verdict: FLUX.2 [pro] followed the instructions more realistically, using varied leaf sizes and motion blur to create a genuine sense of depth and movement. While P-Image Edit also achieved dynamic hair, its leaves felt less integrated into the environment and lacked the professional photography look of the competing model.

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