Bria FIBO Bria Qwen Image Edit 2511 Alibaba

Settled by community votes across 4 shared challenges, with an AI judge weighing in on each.

Bria FIBO

16.9 arena score

#56 of 62 in Text-to-Image

Skill signature · Text-to-Image

Qwen Image Edit 2511

20.2 arena score

#16 of 32 in Image Editing

Vote tally

Where the votes landed

Bria FIBO

win rate

Ties

Qwen Image Edit 2511

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 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.”

Bria FIBO

Qwen Image Edit 2511

AI Judge Analysis

Bria FIBO

+ Successfully added a thick, stylish head of hair.
+ Maintained the overall color palette and desert theme.

− Completely changed the identity of the person, making/him look much younger.
− Failed to preserve the original facial features and clothing details.
− The background and jacket were entirely regenerated rather than preserved.

Qwen Image Edit 2511

+ Excellent source preservation, keeping the face, jacket, and background identical to the original.
+ The added hair has realistic texture and blends perfectly with the existing beard and lighting.
+ Accurately followed the instruction to preserve facial features.

− The hairline transition on the forehead is slightly abrupt in the very center.

Verdict: Qwen Image Edit 2511 performed an exceptional edit by adding realistic hair while perfectly preserving the person's identity, the original background, and the jacket details. Bria FIBO failed the 'preserve facial features' instruction, essentially generating a new person with a similar style rather than editing the existing image.

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

Bria FIBO

Qwen Image Edit 2511

AI Judge Analysis

Bria FIBO

+ Strongly preserves the facial features of the original woman in the caricature style.
+ High level of detail in the studio setting and news desk.
+ Successfully incorporates a large dog and a news anchor role.

− Completely misses the 'hockey' requirement.
− The background is very cluttered and lacks clear focus.
− Anatomical issues with the left hand (extra/distorted fingers).

Qwen Image Edit 2511

+ Features a clear caricature style with exaggerated proportions.
+ Includes a news studio setting and a dog companion.
+ Clean, comic-book-inspired aesthetic with clear lines.

− Does not incorporate the requested 'hockey' theme.
− The likeness to the woman in the source image is weak.
− Contains gibberish text in a speech bubble and an odd candle on a laptop.

Verdict: Both models failed to incorporate the 'hockey' aspect of the prompt. Bria FIBO is the preferred winner because it did a much better job of translating the actual facial features of the woman in the source image into a caricature, whereas Qwen Image Edit 2511 produced a generic female face that bears little resemblance to the subject.

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

Bria FIBO

Qwen Image Edit 2511

AI Judge Analysis

Bria FIBO

+ Excellent adherence to the 'Studio Ghibli' artistic style including character design and painterly background.
+ Strong dreamy and nostalgic mood with soft pastel colors.
+ Highly creative interpretation of the scene in a fantasy/whimsical setting.

− Lower source preservation as it re-imagines the characters rather than just editing the existing ones.
− Changes the pose and layout significantly compared to the original meme.

Qwen Image Edit 2511

+ Perfect source preservation, maintaining the exact pose and composition of the original image.
+ Captures the illustrated look while keeping the subjects recognizable.
+ Accurately applies pastel tones and gentle lighting to the existing image.

− Stylization feels more like a generic 'watercolor filter' than a Ghibli illustration.
− The character faces retain too much photographic realism, clashing slightly with the illustrated background.

Verdict: Bria FIBO provides a much more authentic Studio Ghibli aesthetic, completely re-drawing the scene with hand-painted textures and stylized character traits typical of the studio. Qwen Image Edit 2511 is much better at source preservation, keeping the exact meme layout and recognizable faces, but it fails to truly capture the Ghibli 'soul' beyond a simple pastel overlay. Bria FIBO is the winner for better fulfilling the artistic transformation request.

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.”

Bria FIBO

Qwen Image Edit 2511

AI Judge Analysis

Bria FIBO

+ Excellent sense of motion and energy
+ Creatively re-posed the subjects to look like they are running
+ Effective addition of numerous autumn leaves

− Low source preservation as it completely regenerates the scene with a different style
− The woman's facial features and the dog's breed characteristics changed significantly

Qwen Image Edit 2511

+ High source preservation; the subjects and background are almost identical to the original
+ Successfully added wind effect to hair while keeping the face the same
+ Subtle but effective addition of floating leaves

− The 'dynamic' feel is lower than requested as the pose remains static

Verdict: Bria FIBO interpreted the prompt 'energetic and lively' by completely changing the composition and pose into a running shot, but failed to preserve the visual identity of the source image. Qwen Image Edit 2511 followed the instructions while maintaining excellent source preservation, successfully modifying the hair and adding leaves without altering the woman or the dog.