Wan Image-to-Video

by Pruna

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.

Key info

Input
Output
Features
Context window
Max output
Input price
/1M
Output price
/1M
  • US residency available
  • Zero data retention via Enterprise
  • No training by default
  • GDPR DPA available

Available routes

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

ProviderRegionZero data retentionTrainingInputOutput
PrunaUSEnterpriseNo

Training posture across routes: No training on prompts by default.

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 is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

Get started

Call Wan Image-to-Video through the Opper gateway with one API key. Let your coding agent set it up, or call it directly — Opper is drop-in compatible with the OpenAI, Anthropic, and Google AI SDKs.

Set it up with your agent

Copy this and paste it into your coding agent — Claude Code, Cursor, Codex, and more — 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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Wan Image-to-Video by Pruna — pricing, benchmarks | Opper AI