wan-2.5 / image-to-video
Alibaba Wan 2.5 is a flagship unified multimodal diffusion model for high-fidelity video. It offers native 4K upscaling and flow-latent consistency to minimize background morphing, delivering pro-grade cinematic results via the GPTProto API.

$ 0.135
$ 0.15

image

video

Input

Your request will cost$0per run, for$100you can run this model approximately0times

wan-2.5 API Pricing

832*480
3$0.135
4$0.18
5$0.225
6$0.27
7$0.315
8$0.36
9$0.405
10$0.45
1280*720
3$0.27
4$0.36
5$0.45
6$0.54
7$0.63
8$0.72
9$0.81
10$0.9
1920*1080
3$0.405
4$0.54
5$0.675
6$0.81
7$0.945
8$1.08
9$1.215
10$1.35
Related Models
All Models
Qwen
Qwen
wan-2.6
$ 0.45
$ 0.5
Qwen
Qwen
qwen-image-lora
$ 0.0244
$ 0.0375
Qwen
Qwen
qwen-image-plus-lora
$ 0.0244
$ 0.0375
Qwen
Qwen
qwen-image-plus
$ 0.0195
$ 0.03
Qwen
Qwen
wan-2.2-plus
$ 0.09
$ 0.1
Qwen
Qwen
qwen-image
$ 0.0315
$ 0.035

Alibaba Wan 2.5 Standout Features

Harness the technical advantages of the Alibaba Wan 2.5 unified diffusion architecture.

Direct Camera Control

Provides granular API access to dolly, pan, tilt, and zoom with sub-degree precision for professional directing.

Studio Ghibli anime style, a bustling ancient Chinese market, streets are crowded with people, vendors are shouting their wares, and children are chasing each other playfully. The background features traditional architecture and waving banners. The camera moves through the crowd in a first-person perspective. Sound: A cacophony of human voices, including vendor calls, customer haggling, and children's laughter. In the background, there are sounds of gongs, distant opera music, and the general din of footsteps and objects. The background music is a lively and festive traditional Chinese folk tune.

Prompt
After

Flow-Latent Consistency

Reduces background morphing by 30% using a refined flow-matching architecture that preserves static geometry.

Before · Flow-Latent Consistency
Before
Flow-Latent Consistency
After

High-Fidelity Subject Identity

Maintains 98% visual identity preservation in Image-to-Video tasks, ideal for consistent brand storytelling.

A Sumi-e Inspired Watercolor portrayal of warrior, blending traditional East Asian ink wash techniques with modern watercolor splashes. Use primarily red with accents of yellow for a minimalist yet expressive composition

Prompt
High-Fidelity Subject Identity
After

Native 4K Cinematic Output

Uses a dual-stage diffusion process to generate 1080p content with an integrated 4K refiner for sharp textures.

Before · Native 4K Cinematic Output
Before
After

How to Get a wan-2.5 API Key

Getting a wan-2.5 API key takes four steps and a few minutes. Create a free GPTProto account, add credits, generate your key, and make your first call — at $0.135 it's a cheaper wan-2.5 API key than going direct, and one key works across every model on the platform. Full wan-2.5 Documentation is in the docs.

Sign up

Sign up

Create your free GPT Proto account to begin. You can set up an organization for your team at any time.

Top up

Top up

Your balance can be used across all models on the platform, including wan-2.5, giving you the flexibility to experiment and scale as needed.

Generate your API key

Generate your API key

In your dashboard, create an API key — you'll need it to authenticate when making requests to wan-2.5.

Make your first API call

Make your first API call

Use your API key with our sample code to send a request to wan-2.5 via GPT Proto and see instant AI-powered results.

Get API Key

Alibaba Wan 2.5 Frequently Asked Questions

Get technical insights and integration support for Alibaba Wan 2.5, the industry-leading video generation model.

How does Alibaba Wan 2.5 compare to the official API?

Using Alibaba Wan 2.5 through GPTProto provides a unified USD billing system and automatic failover across global high-availability clusters. While the core Alibaba model remains the same, our platform simplifies the SDK experience and offers enterprise-grade reliability and 5% volume discounts that aren't always available through direct retail channels.

Is data sent to Alibaba Wan 2.5 used for training?

No. We prioritize your privacy and intellectual property. All data transmitted to the Alibaba Wan 2.5 model via our aggregation platform is strictly excluded from any training cycles. Your proprietary prompts, images, and generated video assets remain confidential and are only used to fulfill your specific inference requests.

What is the typical generation time for Alibaba Wan 2.5?

Alibaba Wan 2.5 is optimized for high-throughput enterprise needs. On our standard NVIDIA H100 clusters, generating a 5-second high-definition 1080p video clip typically takes between 40 and 60 seconds. High-res 4K upscaling or longer 30-second segments will naturally increase the processing time accordingly.

Can I migrate from OpenAI Sora to Alibaba Wan 2.5?

Yes, migration is straightforward. Alibaba Wan 2.5 on our platform utilizes an OpenAI-compatible request structure. You can simply update your base URL and model parameter to 'wan-2.5'. Our gateway handles the internal parameter mapping, allowing you to leverage Alibaba's superior temporal stability without rewriting your entire codebase.

Does Alibaba Wan 2.5 support fine-tuning?

Currently, character-consistent fine-tuning (similar to DreamBooth for Video) is available for Alibaba Wan 2.5 exclusively for Enterprise Tier customers. This allows brands to train the model on specific product assets or spokespeople to ensure 100% visual consistency across large-scale marketing campaigns and social media content.

What cinematic controls does Alibaba Wan 2.5 offer?

Alibaba Wan 2.5 features Direct Camera Control (DCC), giving you granular API access to camera parameters. You can specify precise dolly, pan, tilt, and zoom movements. This is possible because Alibaba trained the model on over 100,000 hours of professionally directed cinema data, allowing it to understand complex directorial intent.

Related Articles

More Blogs
wan2.2-animate: Quality Over Speed in AI

wan2.2-animate: Quality Over Speed in AI

While other models rush output, wan2.2-animate focuses on cinematic visual fidelity and prompt adherence. Learn how to optimize your video workflow today.

Wan 2.2 Animate: Real Image-to-Video

Wan 2.2 Animate: Real Image-to-Video

Stop struggling with AI video flickering. Learn how to configure wan 2.2 animate for precise character consistency and fluid motion. Read the full guide.

WAN 2.5 Guide: Deep Dive into the Newest AI Video Model and its Features

WAN 2.5 Guide: Deep Dive into the Newest AI Video Model and its Features

Explore the massive shift in generative video with WAN 2.5. Learn about its 1080p capabilities, the closed-source controversy, and how it compares to Sora in terms of cost and quality for professional creators.

Wan 2.5: The Future of 4K AI Video Generation

Wan 2.5: The Future of 4K AI Video Generation

Discover how Wan 2.5 transforms images into 4K cinematic videos with AI. Learn features, pricing, and GPT Proto API options.