Wan-2.2 Image

byAlibaba Cloud Tongyi Lab

Cinematic film stills, high-end editorial portraits, and complex multi-character scenes with tactile photographic depth

Render cinematic stills
Remote concrete observatory glowing through fog on a volcanic plateau at dawn, generated with Wan-2.2 Lite.

How Wan-2.2 Image works

Wan-2.2's dual-expert MoE architecture translates cinematic scripting into tactile visual assets through a streamlined three-step workflow.

Fuser canvas showing an observatory prompt connected to a completed Wan-2.2 Image node.

Frame the cinematic scene

Structure your prompt with distinct subject, action, lighting, and camera angle directions separated by hard periods.

Wan-2.2 Image controls in Fuser showing Lite 5B, landscape format, 40 steps, guidance 3.5 and shift 5.

Select model tier and shift

Choose Lite 5B for rapid layout iteration or Pro 14B for final texture fidelity, tuning shift for stability.

Completed Wan-2.2 Image node in Fuser showing a glowing observatory in fog.

Render high-dynamic frames

Execute the dual-expert diffusion pipeline to produce filmic imagery with organic grain and tactile surface detail.

What Wan-2.2 Image is good at

Built for filmic fidelity, Wan-2.2 excels at realistic skin pores, volumetric atmosphere, and multi-subject composition across flexible model tiers.

Night harbor crew repairing an orange rescue boat under work lights, generated with Wan-2.2 Lite.

Dual-expert MoE architecture

A high-noise expert establishes compositional balance while a low-noise expert renders fine fabric weaves, skin pores, and natural surface textures.

Sunbeams cutting through dust inside an abandoned Art Deco theater, generated with Wan-2.2 Lite.

Volumetric cinematic lighting

Simulates complex film lighting setups with deep ambient falloff, directional rim lighting, and atmospheric dust haze across 2 to 50 inference steps.

Orange expedition tent above layered mountain ridges at blue hour, generated with Wan-2.2 Lite.

Pro and Lite model tiers

Select the fast 5B Lite variant for rapid composition checks, or switch to the 14B Pro active parameter model for pristine anatomical precision and material reflections.

Vintage radio and green metal vessel arranged on raw linen in a workshop, generated with Wan-2.2 Lite.

Tactile material fidelity

Renders authentic physical surfaces—lacquered metal, weathered timber, and raw textiles—without synthetic plastic sheen or artificial smoothing.

Made with Wan-2.2 Image

Explore how creators harness organic depth, tangible material textures, and dramatic lighting across film, editorial, and design disciplines.

Older Black lighthouse keeper holding a glowing lantern at blue hour, generated with Wan-2.2 Lite.

Low-light environmental documentary portrait

Shaved-head male dancer in a flowing orange coat crossing a concrete plaza, generated with Wan-2.2 Lite.

High-speed editorial fashion lookbook

Rammed-earth listening room with curved green seating and warm sunlight, generated with Wan-2.2 Lite.

Textured architectural interior study

Compact white electric snowcat inside an ice-blue maintenance hangar, generated with Wan-2.2 Lite.

Sculptural industrial vehicle hero

Empty illuminated toll booth reflected on rain-soaked asphalt at night, generated with Wan-2.2 Lite.

Atmospheric cinematic neo-noir film frame

What people build with Wan-2.2 Image

From cinematic concept development to luxury editorial campaigns, creative professionals rely on Wan-2.2 for uncompromising realism.

Cinematic Film & TV Pre-Visualization

01

Directors and concept artists can storyboard complex narrative sequences with authentic 35mm film textures, dramatic atmospheric depth, and multi-character staging.

High-Fashion Editorial Campaigns

02

Art directors and fashion brands create striking digital lookbooks with genuine fabric drape, micro-textures, and bold editorial lighting setups.

Photorealistic Character Design

03

Game studios and character artists craft emotive portraits with tangible skin pores, realistic weathered features, and natural hair strands without plastic artifacts.

Architectural & Interior Visualization

04

Interior designers and architectural firms simulate light interaction across complex raw materials, wood grains, and textured surfaces.

Commercial Product Photography

05

Brand teams and industrial designers produce hero asset imagery emphasizing realistic reflections, machined metal edges, and bespoke material finishes.

Wan-2.2 Image specs

Plans and credits
Versions
Lite (5B), Pro (14B)
Inputs
Prompt (text), Negative Prompt (text)
Output
image
Cost
22–35 credits per run

Frequently asked questions

Wan-2.2 Lite (5B) is optimized for fast, cost-effective prototyping, while Pro (14B) delivers maximum photorealism and fine-grained texture resolution. Lite is ideal for testing compositional layouts and drafting simple subjects. Pro activates 14 billion parameters per step to render realistic skin pores, complex fabric weaves, and coherent multi-subject interactions.

Choose the Wan-2.2 Pro (14B) variant for high-end fashion lookbooks, detailed character photography, and cinematic stills. Pro utilizes the full dual-expert Mixture-of-Experts pipeline to resolve anatomical details, fine garment textures, and nuanced surface reflections that the smaller Lite model may simplify.

Wan-2.2 is best suited for cinematic film stills, high-end editorial fashion photography, intricate character portraits, and complex multi-subject scenes. Its dual-expert architecture separates macro compositional layout from micro-textural detailing, producing natural lighting falloff, filmic shadows, and realistic surface grain.

Avoid using Wan-2.2 for minimalist flat vector graphics, UI icons, line art, or clean typography and text rendering. It is also not designed for real-time, low-latency web applications requiring sub-second image generation over photographic depth.

Wan-2.2 was developed by Alibaba Cloud's Tongyi Lab. The model uses a Mixture-of-Experts diffusion architecture with 27 billion total parameters and 14 billion active parameters per step. Denoising is split between a High-Noise Expert that locks in overall composition and a Low-Noise Expert that refines organic micro-textures.

Try Wan-2.2 Image on Fuser

Cinematic film stills, high-end editorial portraits, and complex multi-character scenes with tactile photographic depth

Render cinematic stills

Related models

Wan-2.2 Image docsAll models

FLUX.3 Image

Black Forest Labs

Gemini Image

Google DeepMind

GPT Image

OpenAI

Seedream

ByteDance (Seed team)

FLUX.2

Black Forest Labs

ESRGAN Upscaler

Tencent ARC