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Alibaba Wan-AI

Wan 2.2

Video
wan-ai/wan2.2-ti2v-5b
Open in the toolkitWeightsDocs

Alibaba's Wan 2.2 in its five billion parameter size, Apache-2.0, run from the diffusers build its authors publish. It renders picture only: there is no audio track, where our LTX tier renders sound with the image.

Modalities
→Text in, Video out
Price
from$0.049/second
Hardware
H100
Released
28 Jul 2025

PlaygroundPricingPerformanceHardwareParametersAPILimitsWeightsFAQExplore

Playground

Write a prompt, set the request, and read what it will cost before anything runs.

Input
82 s to render·$0.245
5s
Resolution
Aspect
Open in the toolkit

Nothing runs from this page. The toolkit and the API are the same endpoint, the same price and the same balance.

Pricing

Charged per second of the clip you ask for, with a minimum per render. The picture and its audio are one charge.

Rate
$0.049/second
Minimum per render
$0.196
Charged
When the job is accepted, not when it finishes
Failed renders
Refunded in full, automatically
Cold starts
Never billed to you

The price is taken when the job is accepted, at the rate published here. Waking a machine takes time, never money: cold starts are on us.

Performance

Two numbers matter: how long a render takes on a machine that is already up, and how long the first one takes when none is.

Warm render82 sMeasured on a 4 s clip, on a machine already running.
First render after idle2 min 9 sWaking the machine and loading the weights, then the render itself.

Machines sleep when nobody is using them, so the first call after a quiet spell waits for one to wake. That wait costs you time and never money: the price is the catalogue rate either way.

Answer
Immediate. The call returns an id and a queued status.
Delivery
Poll GET /v1/renders/{id}, or set webhook_url and get a signed call when it lands.
Output link
Signed, and valid for 24 hours

Hardware

The weights run on GPUs we rent, with no inference provider in between.

GPU
H100
Precision
As published by the author
Parameters
5B
Denoising steps
40
Guidance
5
Frame rate
24 fps
Output size
1280 x 704

Parameters

Every field this model accepts. Anything it would ignore is not listed.

modelrequired
stringUse "wan-ai/wan2.2-ti2v-5b".
promptrequired
stringWhat you want to see.
seconds
integer4 to 8. Defaults to 5.
resolution
"480p" | "720p" | "1080p"Changes the pixels, not the rate. Defaults to 720p.
aspect
"16:9" | "9:16" | "1:1"Defaults to 16:9.
negative_prompt
stringUp to 1,000 characters of what to avoid.
seed
integerSame seed, same render. Random without it.
webhook_url
stringWe sign a POST to it when the render lands.

API

One endpoint serves every family. The model field picks the machine, and the rest of the body follows the model.

POST /v1/renders
curl -s -X POST https://klemet.app/api/v1/renders \  -H "Authorization: Bearer $KLEMET_KEY" \  -H "content-type: application/json" \  -d '{"model":"wan-ai/wan2.2-ti2v-5b","prompt":"A slow push in on a rain slick street at night","seconds":5}'

It answers 202 at once, before the render starts:

202 Accepted
{  "id": "rnd_3f8c21d0",  "object": "render",  "kind": "video",  "model": "wan-ai/wan2.2-ti2v-5b",  "status": "queued",  "created_at": "2026-09-14T09:12:44.000Z",  "finished_at": null,  "output": null,  "estimated_usd": 0.196,  "usd": null,  "error": null}

Read it back with GET /v1/renders/{id} until the status is succeeded or failed. A successful render carries an output.url. Create a key in your account, and the whole reference is in the docs.

Limits

What one call may ask for, and how many calls you may make.

Per render
1280 x 704, 24 fps, 4 to 8 s per render, no audio
Prompt
Up to 4,000 characters
Renders
20 per minute, 300 per hour
Reads
120 per minute, 2,000 per hour
Over the limit
429, with the window and the reset in the headers

Weights and licence

These are open weights. You can read the licence and run them yourself.

Published by
Alibaba Wan-AI
Weights
wan-ai/wan2.2-ti2v-5b
Licence
apache-2.0
Access
Open: the weights download without an agreement.

The licence is the author's, not ours. What you may do with what you generate is written there, and it is worth reading before you ship.

FAQ

What am I charged if a render fails?

Nothing. The price is taken when the job is accepted and returned in full if the engine cannot finish it. The refund shows up in your activity as its own line.

Do you train on my prompts or my outputs?

No. Prompts and outputs are stored so you can read a render back and download it; they are not used to train anything, and the output links we hand out are signed and expire.

Why is the first render slower?

Machines sleep when nobody is using them. Waking one for Wan 2.2 and loading its weights took 2 min 9 s at our last measurement, against 82 s once it is up. The wait is yours; the extra card time is ours.

Can I use what I generate commercially?

That is the author's call, not ours. Wan 2.2 is published under apache-2.0, and the terms are in the licence itself.

Can I run these weights myself?

Yes. The weights download without an agreement, and nothing here is a wrapper around a closed API. We charge for the machines and the plumbing, not for access.

Explore

Other video models running here.

LightricksLTX-2.5Lightricks$0.004/second
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