Black Forest Labs' flagship image generation model delivering state-of-the-art quality with exceptional realism, precision, and consistency for both text-to-image and advanced image editing
Settled by community votes across 7 shared challenges, with an AI judge weighing in on each.
FLUX.2 [max]
#10 of 62 in Text-to-Image
Qwen Image Edit 2511
#16 of 32 in Image Editing
Where the votes landed
FLUX.2 [max]
37.6%
win rate
Ties
0.0%
Qwen Image Edit 2511
62.4%
win rate
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“Make a photo of the man driving the car down the California coastline”
AI Judge Analysis
FLUX.2 [max]
- + Excellent preservation of the specific Rolls Royce car model from the source.
- + Synthesized the man's hair and clothing (plaid coat, scarf) accurately into the scene.
- + Realistic lighting and shadow integration of the car onto the coastal road.
- − The man's facial features changed significantly, losing the likeness and smile from the source.
- − The man's scale relative to the car seems slightly too small.
Qwen Image Edit 2511
- + Maintained the man's facial features and smiling expression more accurately than Model A.
- + Highly detailed interior rendering that matches the luxury aesthetic.
- + Very clear and iconic 'California coastline' background with palm trees.
- − Failed to preserve the specific car model, changing it to a generic convertible interior.
- − The steering wheel placement and hands have some proportional issues.
Verdict: FLUX.2 [max] succeeded in keeping the specific car from the source image but failed to maintain the man's character likeness, whereas Qwen Image Edit 2511 perfectly preserved the man's face and clothing but completely changed the car. FLUX.2 [max] is the winner for better overall scene composition and for actually using the provided car image rather than generating a new one.
Pose & Character Mashup
Editing“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.”
AI Judge Analysis
FLUX.2 [max]
- + Excellent adherence to the complex pose and environment from Image 1.
- + Accurately replicates the character's clothing, scarf, and sunglasses from Image 2.
- + Maintains the lighting and background color of the pose reference perfectly.
- − The facial resemblance is slightly distorted due to the extreme angle and lighting.
- − The lower leg positioning is less crossed and dynamic than the source image.
Qwen Image Edit 2511
- + Replicates the character and pose assets relatively clearly as separate entities.
- − Completely failed the core instruction by placing both subjects in the image instead of one.
- − Did not integrate the character into the pose, merely overlaying them.
- − Ignored the environment/background instruction from Image 1.
Verdict: FLUX.2 [max] successfully performed the complex task of re-posing a specific character into a dynamic position while matching the environment. Qwen Image Edit 2511 failed to understand the 'recreate' instruction, simply producing a collage of both images without any meaningful integration or pose transfer.
Outfit Transfer Challenge
Editing“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.”
AI Judge Analysis
FLUX.2 [max]
- + Excellent preservation of the subject's face, hair, and specific skin vitiligo patterns.
- + High-fidelity recreation of the plaid scarf and pea coat from Image 2.
- + Maintains the exact wooden structure and beach background of Image 1.
- − Slightly altered the overall lighting of the scene to a warmer tone.
- − Cropped the bottom of the image, missing the lower legs and shoes requested.
Qwen Image Edit 2511
- + Included the full body transition including shoes.
- + Successful transfer of the clothing items and accessories like sunglasses.
- − Failed to preserve the identity of the person in Image 1, replacing him with the man from Image 2.
- − Lost the unique skin patterns (vitiligo) and facial features of the base person.
- − Lower overall image resolution and more visible AI artifacts on the hands and clothing.
Verdict: FLUX.2 [max] is the winner because it successfully followed the core instruction to use the person from Image 1 as the base, perfectly preserving his facial features and skin vitiligo. Qwen Image Edit 2511 failed the primary objective by simply copying the person from Image 2 into the background of Image 1, disregarding the identity preservation requirement.
Bald man challenge
Image Editing“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”
AI Judge Analysis
FLUX.2 [max]
- + Excellent integration of the new hair with the existing sideburns and beard
- + Preserves the original facial features and lighting perfectly
- + Realistic salt-and-pepper texture that matches the subject's age
- − The hair has a slightly 'pasted on' look at the very top crown where highlights are a bit flat
Qwen Image Edit 2511
- + Successfully adds a full head of hair as requested
- + Maintains the background and clothing from the source image
- − The hair texture appears oily or plastic-like with unrealistic highlights
- − The hairline and temples look unnatural and do not blend well with the original facial structure
- − The hair changed the shape of the forehead slightly in an unflattering way
Verdict: FLUX.2 [max] provides a significantly more realistic result by matching the hair's color and texture to the subject's existing beard, whereas Qwen Image Edit 2511 produces a wig-like effect with unnatural, shiny strands. FLUX.2 [max] also did a better job of maintaining the subject's identity and facial structure while adding the hair.
Over-the-top cartoon caricature
Editing“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.”
AI Judge Analysis
FLUX.2 [max]
- + Perfectly integrates all elements: anchor desk, dogs, and a hockey rink setting with sticks and scoreboards.
- + Maintains character recognition while creating a cohesive caricature style.
- + High visual quality with a professional, polished illustration feel.
- − The text on the news desk and scoreboards is slightly nonsensical.
Qwen Image Edit 2511
- + Captures the 'exaggerated and humorous' aspect of a caricature more effectively through facial expressions.
- + Strong adherence to the anchor profession with a microphone and suit jacket.
- − Completely misses the 'hockey' requirement of the prompt.
- − Contains odd artifacts like a random candle on a desk and gibberish in a speech bubble.
Verdict: FLUX.2 [max] is the clear winner as it successfully incorporated all three specific elements of the prompt: the TV anchor profession, dogs, and hockey. Qwen Image Edit 2511 failed to include any hockey-related imagery and included confusing artifacts like a candle and nonsensical text in a speech bubble.
Studio Ghibli Anime Style
Editing“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”
AI Judge Analysis
FLUX.2 [max]
- + Excellent adherence to the 'hand-painted textures' and 'soft pastel colors' request.
- + Captures the iconic Studio Ghibli character design style with rounder eyes and simplified features.
- + Strong aesthetic consistency and nostalgic mood throughout the entire canvas.
- − The faces look quite different from the original individuals in the source image.
Qwen Image Edit 2511
- + Maintains a higher facial similarity to the people in the source photo.
- + Clean vector-like lines and clear composition.
- + Preserves background architectural elements more accurately than Model A.
- − Lacks the requested 'hand-painted texture', feeling more like a modern digital manhwa/webtoon style.
- − Colors are somewhat saturated, missing the 'soft pastel' and 'warm, nostalgic' requirement.
Verdict: FLUX.2 [max] followed the artistic instructions much more effectively, delivering a piece that genuinely looks like a Studio Ghibli watercolor painting with appropriate textures and character designs. Qwen Image Edit 2511 preserved the source identities better but failed to capture the Ghibli aesthetic, resulting in a generic digital illustration style.
Golden Hour Stroll
Image Editing“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”
AI Judge Analysis
FLUX.2 [max]
- + Excellent adherence to the 'wind' instruction with realistic hair physics.
- + Preserves the original facial features and identity very well.
- + Includes many small, varied leaves that feel naturally integrated.
- − The woman's left hand (center) is slightly distorted compared to the original.
- − Some leaves are placed awkwardly over the subject's clothing.
Qwen Image Edit 2511
- + Highly dynamic and energetic hair movement.
- + Vibrant leaves with varied colors that add a sense of life.
- + Good preservation of the dog and general background.
- − Higher 'hallucination' on the hair strands, which look a bit like floating wires.
- − Mouth and teeth details on the woman are slightly more AI-stylized than the source.
Verdict: Both models followed the instructions well, but FLUX.2 [max] produced a more convincing and realistic wind effect that better preserved the subject's original appearance. Qwen Image Edit 2511 created a more dramatic, stylized hair movement, but the strand rendering felt slightly less natural than FLUX.2 [max].
Explore each model
Alibaba's Qwen image editing model for instruction-based image modifications and transformations