發布日期2026/08
排名表現
評測分析
Wan 3.0 is a strong option for video generation and image-to-video workflows, making it particularly suitable for enterprises and multimedia creators. Users should consider cost and latency when generating high-resolution video or handling heavy language tasks.
強項
- High-quality video output with impressive smoothness and detail, ranking #1 on the AIM Text-to-Video leaderboard
- Outstanding image-to-video (Image→Video) conversion that preserves content and style, ranking #1 on AIM
- Broad stylistic versatility and creative parameter tuning suited for multimedia production
- Strong integration with the Alibaba Cloud ecosystem, facilitating large-scale deployment
弱項
- Weak natural language and coding capabilities, ranking low on Text Generation and Code leaderboards
- Higher usage costs compared to open-weight models, creating a barrier for budget-conscious projects
- Inference latency can be high for high-resolution output, especially with longer videos
適用情境
Fast production of marketing videos by converting product images into video adsGenerating engaging educational or tutorial videos from illustrative imagesCreating short-form entertainment content (shorts, reels) with smooth motion from still images