Wan 2.1 Turbo API

alibaba/wan2.1-t2v-turbo
Wan2.1-T2V-Turbo is efficient text-to-video AI model designed for fast, high-quality video generation from textual input.
Output
$0.234 / gen
Released
Nov 20, 2025

Overview

Alibaba's Wan2.1 Turbo is a cutting-edge text-to-video AI model optimized for efficient generation with balanced performance and speed. It processes large context inputs and excels in generating high-quality videos with smooth temporal dynamics and rich semantic alignment between text and visuals.

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Technical Specification

Performance Benchmarks

  • VQA-bench: (specific numbers not disclosed, but improved turbo efficiency)
  • Multi-modal Reasoning: strong reasoning capabilities across video and text modalities
  • Cross-modal Retrieval: robust retrieval precision optimized for large-scale vision-language tasks

Performance Metrics

Wan2.1 Turbo achieves excellent video generation quality while significantly reducing inference time and compute compared to larger models, making it well-suited for real-time or cost-sensitive applications. It retains Alibaba’s hallmark capability in dynamic motion, spatial relationships, and compositional accuracy.

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Key Capabilities

  • Vision-Language Fusion: Efficiently integrates and generates video content conditioned on textual descriptions.
  • Real-Time Generation: Turbocharged inference speed allowing faster video outputs without substantial quality loss.
  • Contextual Understanding: Maintains strong multi-step reasoning and narrative consistency in generated videos.


API Pricing

  • $0.189 per video

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Code Sample

Comparison with Other Models

Vs. Wan2.2-T2V: Slightly lower maximum generation resolution and model size, but offers much faster inference and cost efficiency.

Vs. Gemini 2.5 Flash: Competitive multi-modal accuracy optimized for speed.

Vs. OpenAI GPT-4 Vision: Smaller context window but more cost-effective for video generation tasks.

Vs. Qwen3-235B-A22B: Focused on turbo efficiency with slightly lower retrieval precision.

Limitations

Some generation outputs may occasionally include minor artifacts or less detailed textures compared to the largest Wan2.2 models; however, these can often be minimized via prompt engineering or post-processing.

Use cases

  • Text-to-Video Generation: Quick and high-quality video synthesis from textual input.
  • Real-Time Content Creation: Suitable for applications requiring rapid video turnarounds.
  • Multi-modal Workflows: Supports projects that combine vision and language data for business intelligence, entertainment, and creative media.

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How to use Wan 2.1 Turbo API

Install any OpenAI-compatible SDK, point it at api.aimlapi.com/v1, and set the model to alibaba/wan2.1-t2v-turbo.
import requests, time

headers = {"Authorization": "Bearer " + AIMLAPI_KEY}
job = requests.post(
    "https://api.aimlapi.com/v2/video/generations",
    headers=headers,
    json={
      "model": "alibaba/wan2.1-t2v-turbo",
      "prompt": "A serene timelapse of clouds over a mountain range"
    },
).json()
gid = job["id"]

while True:
    res = requests.get(f"https://api.aimlapi.com/v2/video/generations?generation_id={gid}", headers=headers).json()
    if res.get("status") in ("completed", "error"):
        break
    time.sleep(5)
print(res["video"]["url"])
const headers = {
  Authorization: `Bearer ${process.env.AIMLAPI_KEY}`,
  "Content-Type": "application/json",
};
const job = await (await fetch("https://api.aimlapi.com/v2/video/generations", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "model": "alibaba/wan2.1-t2v-turbo",
    "prompt": "A serene timelapse of clouds over a mountain range"
  }),
})).json();

let res;
do {
  await new Promise((r) => setTimeout(r, 5000));
  res = await (await fetch(`https://api.aimlapi.com/v2/video/generations?generation_id=${job.id}`, { headers })).json();
} while (!["completed", "error"].includes(res.status));
console.log(res.video.url);
# submit the generation — the response contains the job "id"
curl -X POST https://api.aimlapi.com/v2/video/generations \
  -H "Authorization: Bearer $AIMLAPI_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"alibaba/wan2.1-t2v-turbo","prompt":"A serene timelapse of clouds over a mountain range"}'

# then poll until status is "completed" — video.url holds the result
curl "https://api.aimlapi.com/v2/video/generations?generation_id={id}" -H "Authorization: Bearer $AIMLAPI_KEY"

OpenAI-compatible — swap the base URL and it works with your existing SDK.

Wan 2.1 Turbo API Pricing

TypePrice
Output
$0.234 / gen

Wan 2.1 Turbo vs other models

ModelInputOutputContextBest for
Wan 2.1 Turbo
This page
$0.234 / gen
Video generation
$0.78 / sec (variable)
Video generation
$1.95 / 1M tokens
$0.131768 / sec
Video generation
$1.014 / sec
Cinematic video + native audio

Frequently asked questions

Wan 2.1 Turbo takes image, text, video as input and returns video.

Wan 2.1 Turbo became available on November 20, 2025.

Wan 2.1 Turbo is priced at $0.234 / gen.

Wan 2.1 Turbo is billed per generation — a fixed charge per output rather than by prompt length.

Yes, Wan 2.1 Turbo accepts image input as well as a text prompt.

Wan 2.1 Turbo was built by Alibaba Cloud.

Send a request to v2/generate/video/alibaba/generation with alibaba/wan2.1-t2v-turbo as the model id.

Yes. Wan 2.1 Turbo is served through AI/ML API, so the same key and endpoint format used for other models applies.

It is a video generation model that turns text and image inputs into video output.

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