Wan 2.2 by Alibaba takes your ideas and turns them into 1080p dramatic videos with the help of open-source AI, realistic motion, lighting effects, and style tools that you can change to fit your needs.
Alibaba DAMO Academy and Tongyi Lab worked together to make Wan 2.2, a cutting-edge AI model for making videos. It’s totally open-source and lets creators, teachers, and developers turn prompts into beautiful 1080p cinematic videos. With real-life lighting, motion control, and a variety of inputs, Wan 2.2 aims to make visual stories more accessible, competing with big names like Sora and Veo without the restrictions.
Everything about Wan 2.2?
Wan 2.2 is the newest member of Alibaba’s Wan video model family. It can turn text or pictures into movies with cinematic quality and camera motion that you can control. While some alternatives are locked down, Wan 2.2 is licensed under Apache 2.0, which means that anyone can use, change, and install it without any problems.
It is a big improvement over Wan 2.1 and came out in the middle of 2025. It has better resolution, smarter design, and new tools that make AI video easier to use and more expressive.
Featured
Key Features of Wan 2.2
This is what makes Wan 2.2 one of the best open-source video models out there:
- Native 1080p Output
No need for upscaling Wan 2.2 renders crisp, clean videos in full HD. - VACE 2.0 Motion Engine
Enables dynamic pans, orbits, and subject tracking using Bézier-style paths. You can prompt camera
direction and emotional scene flow. - Mixture-of-Experts Architecture (MoE)
Splits inference into high-noise and low-noise paths, giving sharp results with reduced memory cost. It activates only a subset of 27B parameters during each pass, improving performance. - Built-in Volumetric FX
Smoke, glow, fire, and haze effects render natively no extra compositing tools required. - Multimodal Input Support
Combine text prompts with reference images to fine-tune results. Supports text-to-video, image-to-video, and hybrid inputs. - Few-Shot LoRA Style Training
Train a custom visual look using just 10–20 reference images. Ideal for brand consistency or artistic expression. - Seamless Loop & Smart Reframing
Auto-loop generation
aspect ratio switching (16:9, 9:16, 1:1) with zero subject loss perfect for TikTok, Reels, or YouTube.
Model Variants and Performance
Wan 2.2 offers different models for different use cases:
| Model Name | Type | Specs | Use Case |
|---|---|---|---|
| Wan 2.2‑T2V‑A14B | Text-to-Video | 14B parameters | Complex scene generation |
| Wan 2.2‑I2V‑A14B | Image-to-Video | 14B parameters | Animation from still images |
| Wan 2.2‑TI2V‑5B | Text+Image Combo | Compact 5B model | Consumer GPU compatibility |
High-quality 1080p scenes may need 24–30 GB VRAM and RAM of the same size, especially for long clips. Some models are quantized and can run on GPUs with as little as 5.3 GB of space, while others are compressed and can run on 8 GB GPUs.
Real-World Applications
With Wan 2.2, you can make professional videos without having to buy expensive cameras or tools.
- Content Creators: Make reels, trailers, or YouTube intros using simple prompts
- Educators: Build animated explainers, training clips, or demo walkthroughs
- Marketers: Prototype ads and personalized campaigns faster
- Filmmakers: Visualize storyboards or create AI-assisted cinematics
- Developers: Integrate with pipelines via ComfyUI, HuggingFace, or APIs
Comparison – Wan 2.2 vs Sora vs Veo
| Feature | Wan 2.2 (Alibaba) | Sora (OpenAI) | Veo (Google) |
|---|---|---|---|
| Open Source | ✅ Yes | ❌ No | ❌ No |
| Native 1080p | ✅ Yes | ✅ Yes | ✅ Yes |
| Camera Control | ✅ VACE 2.0 | Limited | Internal |
| Volumetric Effects | ✅ Built-in | ❌ External | ❌ External |
| Style LoRA Training | ✅ 10–20 images | ❌ Not Public | ❌ Not Public |
| Custom Deployment | ✅ Any cloud/local | ❌ Closed Beta | ❌ Invite-only |
| ComfyUI Support | ✅ Yes | ❌ No | ❌ No |
Wan 2.2 wins because it is flexible, affordable, and easy for the community to get to. Sora and Veo may make finished work, but their closed nature makes it harder to be creative and host yourself.
Who Should Use Wan 2.2?
For anyone who wants to make high-quality videos but doesn’t want to wait for tools that are only available to people who are invited or pay for tokens, Wan 2.2 is the plan for you.
Because it can produce in full HD, has real motion dynamics, artistic effects, and open tools, it is one of the most powerful AI video generators that anyone can use, not just big tech labs.
Wan 2.2 gives you complete freedom to be artistic, whether you’re making a prototype for an ad, animating a character, or making a video app.