Wan Image-to-Video

by Alibaba

Wan-i2v is Pruna's optimized image-to-video model that turns static images into animated video using natural language motion descriptions. Unlike pure text-to-video, it anchors generation to an input image while letting you direct motion and scene changes through text prompts. The model supports 480p and 720p output (832x480 or 1280x720 pixels) at a 16:9 aspect ratio, with configurable frame counts from 81 to 121 and frame rates from 5 to 30 fps, where 81 frames give the best results. Optional frame interpolation produces smoother 30 fps output, and advanced controls include sample shifting, custom LoRA weights, and seed control for reproducibility. Wan-i2v is a good fit for bringing existing images to life within controlled parameters, from product showcases and marketing content to character animation and visual effects. It bridges static image creation and full video generation, making it valuable where the visual starting point is known and motion needs to be added.

Call Wan Image-to-Video on Opper with the OpenAI SDK. Sign up without a credit card. Get started

Key info

Input
Output
Features
Pricing
$0.10 / generation
Billing
Per generation
  • US residency available
  • Zero data retention with abuse monitoring
  • No training by default
  • GDPR DPA available

Pricing

Usage-based pricing, billed per generation, not by token.

VariantPrice
Standard$0.10 / generation

Available routes

Wan Image-to-Video runs on 1 route through the Opper gateway. Compare residency, zero data retention and training posture at a glance, with full data-handling detail per route below.

ProviderRegionZero data retentionTrainingPrice
USNo$0.10 / generation

Data handling per route

Each route hosting Wan Image-to-Video has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

Pruna United States🇺🇸

Zero data retention with abuse monitoring: prompts and outputs are kept for abuse monitoring only, for a window the provider does not state, and are not used for training. No training on customer data. US; SCCs; DPA available.

Zero data retention
With abuse monitoring, window not stated.
Training
No training on customer data.
Logging
Abuse monitoring
Abuse monitoring
On by default, holds flagged content
GDPR DPA
DPA available
Transfer mechanism
SCCs

Get started

Call Wan Image-to-Video through the Opper gateway with one API key. Opper is drop-in compatible with the OpenAI, Anthropic and Google AI SDKs.

Wan Image-to-Video is a premium model on Opper. Sign up needs no credit card: you get an API key straight away and the free models work in the playground and the API. Add a card to use premium models, pay-as-you-go with no minimum.

Set it up with your agent

Copy this and paste it into a coding agent like Claude Code, Cursor or Codex and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "pruna/wan-i2v",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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