Video Models · Reviewed 23 Oct 2026

Wan AI

AI creative platform for video generation and editing.

from $5 · free tier · wan.video ↗

Paid against free › Video Models › Wan AI

Wan AI at a glance

Overview

01

Summary

The useful answer before the supporting detail.

Wan AI is an AI creative platform for generating and editing videos S1. It serves creators and production teams seeking more controllable editing and improved delivery certainty in their workflows S1. The platform's practical value lies in boosting creative efficiency through multimodal input and precision editing capabilities S1.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Wan AI is an AI creative platform for video generation and editing S1.
  • Core purpose: It addresses the need for more controllable editing and delivery certainty in production workflows S1.
  • Intended users: Creators and production teams are the intended users S1.
  • Product scope: Wan AI is a platform, not a family of products, with video generation and editing as its main components S1.
  • Positioning: The vendor positions Wan AI as a leading AI video generation model S1.
  • Claimed distinction: It claims to improve creative efficiency through more controllable editing S1.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
Production teamsImprove delivery certainty in production workflows S1.
CreatorsBoost creative efficiency through more controllable editing S1.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Multimodal inputGenerate videos using multiple input types S1.
Precision video editingEdit videos with fine-grained control S1.
Production workflow supportImprove delivery certainty for production workflows S1.
Creative efficiencyBoost creative efficiency through more controllable editing S1.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Model Studio APIAPIProvides pay-as-you-go access to Wan 3.0 video generation S1.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
FreeUS$0 per month S1Daily check-in credits S11 concurrent video, watermarked downloads S1
ProUS$5 per month billed yearly (US$10 monthly) S1300 credits, up to 60 videos S11080p, 10 to 30 s videos, no watermark S1
PremiumUS$20 per month billed yearly (US$40 monthly) S11,200 credits, up to 240 videos S18 concurrent videos S1
Model Studio API (wan3.0-video)CNY 0.3 / 0.6 / 1.2 per second at 480P / 720P / 1080P S1Not establishedApp plans do not cover API use S1

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
reddit.com325wan, wan 2
wan2-7.io222wan, wan 2
image2video.org111wan 2
hpe.com112wan
videomaker.me112wan 2
wan2-1.com114wan
youtube.com114wan 2
britannica.com115wan
rayvid.app115wan 2
makeinfluencer.ai117wan 2

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

13

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.8%
MonthSource
—All AI assistants
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherWan is an AI creative platform. It aims to lower the barrier to creative work using artificial intelligence, offering features like text-to-image, image-to-image, text-to-video, image-to-video, and image editing.https://wan.video/

These are first-party product claims, not independent measurements of AI-search visibility.

Website intelligence — Scout synthesis

  • First-party claim: The site describes capabilities that are likely to be referenced by AI models, including "Reference up to 10 images, 5 videos, and 5 audio tracks in a single generation" and "Complex file and webpage parsing, paired with web search" W25.
  • First-party claim: The platform supports "multi-person and human-object interactions with consistent appearance and voice" and "prompt-based editing, reference-guided generation, and video extension" W17W26.
  • Scout inference: The detailed, structured feature descriptions on the /features page provide extractable content that AI search engines and answer engines may cite when responding to queries about AI video generation tools.
14

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gap3 first-page appearances across wan, wan 2

Website intelligence — Collected evidence

Website evidence gaps

  • pricing: no usable public page was collected; verify whether the site publishes this evidence.
  • integrations: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Website intelligence — Scout synthesis

  • First-party claim: The site promotes an official app and a mobile web version, stating "Unleash your creativity anytime, anywhere with our official app" and "App not available in your region? Try our mobile web version" W10W11.
  • First-party claim: The platform highlights "More controllable editing to boost creative efficiency" and "Improve delivery certainty for production workflows," which are compelling angles for B2B and professional creator marketing W9W7.
  • First-party claim: The features page emphasizes "Photorealistic results with expressive styles" and "Immersive Audiovisual Experience," which can be leveraged in visual showcase campaigns W21W29.
  • Scout inference: Marketing content could focus on the unique combination of long-form generation (30s), multi-reference input, and production-grade consistency, differentiating from competitors that may not offer all three.

Trust and proof

15

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

No citation-grounded independent review links were found.

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • Wan-AI/Wan2.2-Animate-14B · Hugging Face — We are excited to introduce Wan2.2, a major upgrade to our foundational video models. With Wan2.2, we have focused on incorporating the following innovations: - 👍 Effective MoE Architecture: Wan2.2 introduces a Mixture-of-Experts (MoE) architecture into video diffusion models. By separating the denoising process cross timesteps with specialized powerful expert models, this enlarges the overall model capacity while maintaining the same computational cost. - 👍 Cinematic-level Aesthetics: Wan2.2
  • wan.video — window.functionWhiteList = { "ppt": true } Wan AI: Leading AI Video Generation Model window.isGray = false; window.APLUS_CONFIG = { pid: 'tongyiwanxiang', env: 'prod' } window ... : "", env: 'prod' } window.siteType = "brand"; window.isMobile =
  • Wan - Alibaba Group — High-quality AI video and image generation model family built for practical, reliable, and creative workflows. ... Wan is Alibaba’s next generation family of visual generation models, designed to turn text, images, audio, and reference clips into high quality, cinematic outputs. ... Wan generates native 1080p videos with improved lighting, texture detail, and shot-to-shot stability. This architecture produces smoother motion, more detailed environments, and a consistent visual style across longe
  • wan.video — window.functionWhiteList = { "ppt": true } Wan AI: Leading AI Video Generation Model ... _CONFIG = { pid: 'tongyiwanxiang', env: 'prod' } window.AEM_CONFIG = ... window.siteType = "brand"; window.isMobile = "false"; window
  • Wan-Video/Wan2.2 — Wan: Open and Advanced Large-Scale Video Generative Models We are excited to introduce Wan2.2, a major upgrade to our foundational video models. With Wan2.2, we have focused on incorporating the following innovations:
  • wan.video — window.functionWhiteList = { "ppt": true } Wan AI: Leading AI Video Generation Model window.isGray = false; window.APLUS_CONFIG = { pid: 'tongyiwanxiang', env: 'prod' ... pid: "6BZCaZ", uid: "", username: "",
  • Wan: Open and Advanced Large-Scale Video Generative Models — presents Wan, a comprehensive and open suite of video foundation models designed to push ... boundaries of video generation. Built upon the mainstream diffusion transformer paradigm, Wan achieves significant advancements in generative capabilities
  • wan.video — window.functionWhiteList = { "ppt": true } Wan AI: Leading AI Video Generation Model window.isGray = false; window.APLUS_CONFIG = { pid: 'tongyiwanxiang', env: 'prod' ... : "", env: 'prod' } window.siteType = "brand"; window.isMobile = "false";

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

16

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipNot published on the collected pages.—
Contact and supportNot published on the collected pages.—
Legal and privacyNot published on the collected pages.—
Security and complianceNot published on the collected pages.—
Uptime and status pageNot published on the collected pages.—
Domain registered2025-02-24—
Domain expires2031-02-24—

Not found on the collected pages: company and ownership, contact and support, legal and privacy, security and compliance, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

17

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Not established in the collected sources.

Technical

18

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Cloud-based web app S1.S1
Platforms and appsWeb platform S1.S1
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers a Model Studio API for video generation S1.S1
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsClaims to improve delivery certainty for production workflows S1.S1
Release activityNot published on the collected pages.—
19

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2025-02-24 — CSC Corporate Domains, Inc.
Domain expires2031-02-24
First archived2025-03-06 — web archive
TLS certificateGlobalSign nv-sa, valid, expires 2027-04-11
Security headersCSP, X-Content-Type-Options
Headers not servedHSTS, X-Frame-Options, Referrer-Policy
Nameserversns1.alibabadns.com, ns2.alibabadns.com
20

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 1 of 15 maximum
  • Technical health: 91/100
  • Critical issues: 0
  • Warnings: 1
  • Notices: 2

Issues

SeverityIssueValueAffected URL
noticeMeta description length should be reviewed212https://wan.video/
warningPage should have one primary H10https://wan.video/
noticeLow visible word count0https://wan.video/

Crawled pages

StatusTitleH1sWordsResponseURL
200Wan AI: Leading AI Video Generation Model00262 mshttps://wan.video/

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

21

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct51.6%
search29.8%
search organic29.8%
search paid0.0%
social5.6%
social organic5.6%
social paid0.1%
referrals9.8%
paid referrals0.3%
mail1.0%
gen ai1.8%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

22

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention any competitors. Evidence gaps include lack of customer reviews, detailed feature documentation, and company information. Open questions remain about the full scope of editing capabilities and integration options.

23

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on a single collected page from wan.video and an external pricing research source. The static and browser rendering collectors were used, but deep page fetch was disabled. External proof search was completed. Coverage is limited to the homepage and pricing information; no documentation, reviews, or support pages were collected.

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