Wan Review, Pricing & Alternatives (2026)

Wan originated in Alibaba's Tongyi Lab and became publicly visible as an open video model project in 2025. Alibaba released Wan2.1 models in February 2025, Wan2.1 VACE in May, and Wan2.2 weights and inference code on July 28. The Wan2.2 repository describes an open family of large scale video generative models. Alibaba reported more than 5.4 million combined Hugging Face and ModelScope downloads by July 2025. Wan.video is the hosted front end, while downloading and running weights locally is separate. The family is backed by Alibaba, but the hosted studio and Alibaba Cloud developer services have distinct accounts, billing surfaces, and product scopes. Wan3.0 Video became available through Alibaba Cloud Model Studio in 2026.

The hosted studio supports text to video and image to video generation, plus speech to video, avatars, editing, extension, repainting, reference images, and upscaling. Users create through a browser without installing model dependencies, then download results according to plan rights. Local Wan installations expose more inference settings and community integrations such as ComfyUI and Diffusers. That route requires downloading weights, configuring software, managing queues, and supplying suitable hardware. The website also includes image generation, so the account experience covers more than video. The practical distinction is convenience versus control: the hosted app reduces setup, while local deployment offers greater control over files, inference settings, and operating costs. Accounts and billing remain separate across products.

Wan2.2 is the main documented open release. T2V A14B and I2V A14B use a two expert mixture of experts denoising design with 27 billion total parameters and 14 billion active per step. TI2V 5B is a smaller text and image to video model intended for lower hardware requirements, with five second 720p generation possible in several minutes on a consumer GPU. Alibaba says Wan2.2 uses 65.6 percent more image data and 83.2 percent more video data than Wan2.1. The repository lists S2V 14B audio driven video and Animate 14B character animation releases from August and September 2025. Wan3.0 Video accepts text, images, video, audio, and documents, producing clips up to 30 seconds at 480p, 720p, or 1080p.

The hosted app lists Free at $0, Pro at $10 monthly or $5 monthly with annual billing, and Premium at $40 monthly or $20 monthly with annual billing. Free permits one concurrent video and image, six image styles, and generation that does not spend credits, with watermarked output and shorter or lower resolution creation. Pro includes 300 monthly credits, three concurrent videos and images, watermark free downloads, 1080p, longer clips, and all image styles. Premium includes 1,200 credits and up to eight concurrent videos. Alibaba Cloud Model Studio separately prices Wan3.0 Video by second: $0.041256 to $0.05 for 480p, $0.082513 to $0.10 for 720p, and $0.165025 to $0.20 for 1080p, depending on region. Memberships do not cover API usage.

Wan's main limitation is operational cost for local use. Open weights have no license fee, but larger models need serious GPU memory, storage, and technical setup. Compared with Runway, Wan offers downloadable weights and self hosting, while Runway provides a more polished collaborative editing suite. Compared with Kling AI, Wan gives developers more deployment freedom, while Kling focuses on a simpler hosted workflow. Compared with Luma Dream Machine, Wan is more deployment oriented but demands more setup and iteration. The studio, weights, and API are separate products, and hosted limits differ by plan. Choose Wan for open weights, local control, or Alibaba's hosted tools. Avoid it if you need predictable enterprise support, mature timeline editing, or minimal technical friction.