Image editwan2.7wan2.7-image-edit-pro
Wan2.7 Image Edit Pro
Alibaba WAN 2.7 Image Edit Pro performs prompt-driven image editing with multi-image reference support and up to 2K output.
Wan guideVerified
Alibaba's open-source video model line (Wan 2.1 → 2.7). Strong prompt adherence; the open-source pedigree means heavy community use and well-documented prompting patterns.
Strengths
- Best-in-class prompt adherence — does what you ask, not what it thinks you want.
- Wide variant family covers most needs (T2V, I2V, reference, motion control, lipsync).
- Wan 2.5 and 2.6 catch up to closed-source quality at lower cost.
- Wan 2.2 Spicy variants for adult creative work.
Weaknesses
- Older versions (2.1, 2.2) look dated next to current flagship.
- Stylization quality lags behind Kling and Hailuo.
Best for
- Precise prompt-driven scene construction
- Hybrid pipelines where Wan does the heavy lifting and another model polishes
Prompting tips
- Treat Wan like a brief — itemize what's in frame, the action, the camera.
- Wan does NOT need flowery language; plain descriptive prose works better.
Parameters
- images_listarrayUpload or provide the input image to animate.
- aspect_ratiostringThe aspect ratio of the generated image1:14:33:416:99:1621:99:213:22:3default: 1:1