FLUX.2 [klein] 9B Black Forest Labs P-Image Edit PrunaAI

Settled by community votes across 1 shared challenge, with an AI judge weighing in on each.

FLUX.2 [klein] 9B

21.3 arena score

#7 of 23 in Image Editing

Skill signature

Not enough comparable category data

The chart appears once both models have ratings across at least three shared arena categories.

P-Image Edit

0.2 arena score

#24 of 23 in Image Editing

Vote tally

Where the votes landed

FLUX.2 [klein] 9B

win rate

Ties

P-Image Edit

win rate

Shared challenges 1

Challenge by challenge

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

Outfit Transfer Challenge

Editing

Edit instruction

“Use Image 1 as the base person. Dress them in the exact elaborate outfit from Image 2 (including all layers, accessories, jewelry, and shoes). Carefully adapt the clothing to the body shape and pose in Image 1 while maintaining realistic fabric behavior, correct proportions, and perfect lighting/shadow matching. Keep the person’s exact face, hair, and background completely unchanged.”

Source

FLUX.2 [klein] 9B

P-Image Edit

AI Judge Analysis

FLUX.2 [klein] 9B

+ Excellent preservation of the person's face, hair, and the sand details on the cheek.
+ Accurately recreates the specific plaid pattern and dark blue/black tones of the pea coat and scarf.
+ Maintains high fidelity with the background and wooden structure from the original image.

− Adds excessive gold bead necklaces that were not present in the style image.
− Changes the subject's pose slightly by tucking a hand into a pocket that wasn't there.

P-Image Edit

+ Successfully includes the shoes as requested in the instructions.
+ Good preservation of the subject's unique birthmarks and facial features.

− The coat color is overly saturated and vibrant blue compared to the muted source.
− Significant distortion of the subject's proportions, making the legs appear very short and stocky.
− The plaid scarf pattern is less accurate and looks more like a printed texture.

Verdict: FLUX.2 [klein] 9B provides a far more realistic integration of the clothing with the lighting and environment, perfectly preserving the subject's face and the original image's texture. P-Image Edit manages to include the shoes, but fails significantly on human anatomy and the subtle color palette of the requested outfit. FLUX.2 is the clear winner for its superior visual quality and adherence to the person's identity.