Models
Alibaba
Wan 2.7
Benchmarks

Alibaba

Wan 2.7

AI Image Editing Model

Mode:

All Text to Image Image Edit

Image

Alibaba's Wan 2.7 image generation and editing model for text-to-image, reference-guided generation, and instruction-based image edits

Wan 2.7 Benchmarks

Wan 2.7 is ranked #19 in Image Editing with an Elo of 1175 and #38 in Text-to-Image with an Elo of 1205 on the Lumenfall Arena, where real users pick the better image in blind comparisons. These rankings are based on 4 blind-vote competitions.

Lumenfall Arena

#19

Image Editing

1175 Elo

Lumenfall Arena

#38

Text-to-Image

1205 Elo

Image Editing Landscape

Elo vs Cost

1 model without pricing omitted.

Text-to-Image Landscape

Elo vs Cost

1 model without pricing omitted.

Competition Results

Text-to-Image

Prompt Adherence

View leaderboard

#14

The Capybara Taxi Driver

69 models

Text-to-Image

Prompt

“Photorealistic scene inside a yellow New York taxi at night. A capybara is driving, wearing a yellow taxi driver cap and a dark jacket. It has a calm, professional expression and both front paws on the steering wheel. In the back seat sits a human businesswoman in a coat, looking at her phone with a completely normal, bored expression (as if this is just another normal ride). Through the windows you can see the streets of Manhattan at night with blurred lights. Realistic taxi interior, photorealistic, detailed fur and fabric, 35mm lens, night lighting with reflections, shallow depth of field.”

#19

The Reversed Rodeo

68 models

Text-to-Image

Prompt

“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”

#34

Chalkboard Menu

69 models

Text-to-Image

Prompt

“Handwritten-style chalkboard menu in a cozy café, all text rendered in the exact same realistic chalk handwriting style with natural variations in letter size, slight slant, and chalk texture — no printed or digital fonts anywhere on the board. Title at the top in elegant cursive chalk handwriting: ‘TODAY’S SPECIALS – APRIL 30, 2026’. Below it, three menu items also in the same handwritten chalk style: ‘Truffle Mushroom Risotto – $24’, ‘Grilled Octopus with Lemon & Herbs – $28’, ‘Brown Butter Chocolate Chip Cookies – $9’. At the very bottom, smaller text in the identical handwritten chalk style (slightly smaller but still clearly legible with the same handwriting characteristics): ‘All items made fresh daily • Ask about our gluten-free options’. Warm ambient café lighting, visible chalk dust and smudges, realistic handwriting imperfections, no clean printed text anywhere.”

Image Editing

Prompt Adherence

View leaderboard

#17

Outfit Transfer Challenge

33 models

Image Editing

Source

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.”

Text-to-Image

Aesthetics

View leaderboard

#14

The Capybara Taxi Driver

69 models

Text-to-Image

Prompt

“Photorealistic scene inside a yellow New York taxi at night. A capybara is driving, wearing a yellow taxi driver cap and a dark jacket. It has a calm, professional expression and both front paws on the steering wheel. In the back seat sits a human businesswoman in a coat, looking at her phone with a completely normal, bored expression (as if this is just another normal ride). Through the windows you can see the streets of Manhattan at night with blurred lights. Realistic taxi interior, photorealistic, detailed fur and fabric, 35mm lens, night lighting with reflections, shallow depth of field.”

#19

The Reversed Rodeo

68 models

Text-to-Image

Prompt

“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”

Text-to-Image

Creativity

View leaderboard

#19

The Reversed Rodeo

68 models

Text-to-Image

Prompt

“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”

Text-to-Image

Photorealism

View leaderboard

#14

The Capybara Taxi Driver

69 models

Text-to-Image

Prompt

“Photorealistic scene inside a yellow New York taxi at night. A capybara is driving, wearing a yellow taxi driver cap and a dark jacket. It has a calm, professional expression and both front paws on the steering wheel. In the back seat sits a human businesswoman in a coat, looking at her phone with a completely normal, bored expression (as if this is just another normal ride). Through the windows you can see the streets of Manhattan at night with blurred lights. Realistic taxi interior, photorealistic, detailed fur and fabric, 35mm lens, night lighting with reflections, shallow depth of field.”

#19

The Reversed Rodeo

68 models

Text-to-Image

Prompt

“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”

#34

Chalkboard Menu

69 models

Text-to-Image

Prompt

“Handwritten-style chalkboard menu in a cozy café, all text rendered in the exact same realistic chalk handwriting style with natural variations in letter size, slight slant, and chalk texture — no printed or digital fonts anywhere on the board. Title at the top in elegant cursive chalk handwriting: ‘TODAY’S SPECIALS – APRIL 30, 2026’. Below it, three menu items also in the same handwritten chalk style: ‘Truffle Mushroom Risotto – $24’, ‘Grilled Octopus with Lemon & Herbs – $28’, ‘Brown Butter Chocolate Chip Cookies – $9’. At the very bottom, smaller text in the identical handwritten chalk style (slightly smaller but still clearly legible with the same handwriting characteristics): ‘All items made fresh daily • Ask about our gluten-free options’. Warm ambient café lighting, visible chalk dust and smudges, realistic handwriting imperfections, no clean printed text anywhere.”

Image Editing

Photorealism

View leaderboard

#17

Outfit Transfer Challenge

33 models

Image Editing

Source

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.”

Image Editing

Preservation

View leaderboard

#17

Outfit Transfer Challenge

33 models

Image Editing

Source

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.”

Text-to-Image

Text Rendering

View leaderboard

#34

Chalkboard Menu

69 models

Text-to-Image

Prompt

“Handwritten-style chalkboard menu in a cozy café, all text rendered in the exact same realistic chalk handwriting style with natural variations in letter size, slight slant, and chalk texture — no printed or digital fonts anywhere on the board. Title at the top in elegant cursive chalk handwriting: ‘TODAY’S SPECIALS – APRIL 30, 2026’. Below it, three menu items also in the same handwritten chalk style: ‘Truffle Mushroom Risotto – $24’, ‘Grilled Octopus with Lemon & Herbs – $28’, ‘Brown Butter Chocolate Chip Cookies – $9’. At the very bottom, smaller text in the identical handwritten chalk style (slightly smaller but still clearly legible with the same handwriting characteristics): ‘All items made fresh daily • Ask about our gluten-free options’. Warm ambient café lighting, visible chalk dust and smudges, realistic handwriting imperfections, no clean printed text anywhere.”

Text-to-Image

Art

View leaderboard

#19

The Reversed Rodeo

68 models

Text-to-Image

Prompt

“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”

Image Editing

Adding & Editing Objects

View leaderboard

#17

Outfit Transfer Challenge

33 models

Image Editing

Source

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.”

Image Editing

Lighting, Shadows & Materials

View leaderboard

#17

Outfit Transfer Challenge

33 models

Image Editing

Source

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.”

Text-to-Image

Product, Branding & Commercial

View leaderboard

#34

Chalkboard Menu

69 models

Text-to-Image

Prompt

“Handwritten-style chalkboard menu in a cozy café, all text rendered in the exact same realistic chalk handwriting style with natural variations in letter size, slight slant, and chalk texture — no printed or digital fonts anywhere on the board. Title at the top in elegant cursive chalk handwriting: ‘TODAY’S SPECIALS – APRIL 30, 2026’. Below it, three menu items also in the same handwritten chalk style: ‘Truffle Mushroom Risotto – $24’, ‘Grilled Octopus with Lemon & Herbs – $28’, ‘Brown Butter Chocolate Chip Cookies – $9’. At the very bottom, smaller text in the identical handwritten chalk style (slightly smaller but still clearly legible with the same handwriting characteristics): ‘All items made fresh daily • Ask about our gluten-free options’. Warm ambient café lighting, visible chalk dust and smudges, realistic handwriting imperfections, no clean printed text anywhere.”

Top Matchups

See how Wan 2.7 performs head-to-head against other AI models, ranked by community votes in blind comparisons.

The Capybara Taxi Driver

Wan 2.7 Z-Image Turbo

Pose & Character Mashup

Wan 2.7 GPT Image 2