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Seedance 2 VIP Omni Reference Image-to-Video

Seedance 2 VIP Omni Reference Image-to-Video exposes video generation video generation through LLM.API so motion experiments share the same billing and auth as other models.

Start Using API

What is Seedance 2 VIP Omni Reference Image-to-Video?

Seedance 2 VIP Omni Reference Image-to-Video targets motion content rather than chat. Video generation model by Muapi. On LLM.API it sits alongside other media models under a single developer account.

Providers

LLM.API routes Seedance 2 VIP Omni Reference Image-to-Video to the providers below, with discounted effective rates versus list price.

List price by provider ($ / 1M tokens)

InputOutput
muapi$0 in
$0 out

Provider list prices; the LLM.API discount applies on top.

ProviderPricingContextCapabilities
muapi30% offin —; out $0.3 per second of video——

Prices and availability from the LLMAPI catalogue, updated nightly. Last updated 21 Sept 2026.

Try this model

Test Seedance 2 VIP Omni Reference Image-to-Video right here — free to start.

Seedance 2 VIP Omni Reference Image-to-Video
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Suggestions for your first prompt

Code snippet

Call Seedance 2 VIP Omni Reference Image-to-Video through the OpenAI-compatible API — Video generation via LLM.API (see docs for media endpoints).

python
from openai import OpenAI

client = OpenAI(
    api_key="YOUR_LLMAP_KEY",
    base_url="https://api.llmapi.ai/v1",
)

resp = client.chat.completions.create(
    model="sd-2-vip-omni-reference",
    messages=[
        {"role": "system", "content": "You are a precise product assistant."},
        {"role": "user", "content": "Give me three crisp launch checklist items."},
    ],
)
print(resp.choices[0].message.content)
{
  "model": "sd-2-vip-omni-reference",
  "messages": [
    {"role": "system", "content": "You are a precise product assistant."},
    {"role": "user", "content": "Give me three crisp launch checklist items."}
  ]
}

5 Core Capabilities

  • Iterative creatives

    Enables prompt-based A/B exploration of motion concepts.

  • Product visualization

    Helps visualize products and environments before shoot or 3D work. Grounded in the model's video role rather than generic chat claims.

  • Storyboard acceleration

    Turns written beats into moving drafts for rapid review. Reflects video generation positioning for this endpoint.

  • Short-form content

    Fits vertical and horizontal short-form marketing formats. Relevant for `sd-2-vip-omni-reference` workloads on LLM.API.

  • Resolution options

    Supports multiple output resolutions depending on provider pricing tiers.

6 Most Valuable Use Cases

  • UGC-style drafts for performance marketing with Seedance 2 VIP Omni Reference Image-to-Video
  • Internal pitch videos for stakeholders
  • Scene tests for world and environment design with Seedance 2 VIP Omni Reference Image-to-Video
  • Social-first product teaser generation
  • Short promotional clips from written briefs with Seedance 2 VIP Omni Reference Image-to-Video
  • Creative exploration for campaign storyboards

Why Build on LLM.API?

One unified API. Every major model. Built-in reliability, cost control, and observability.

  • Intelligent AI Routing

    Automatically route each request to the best model across providers based on latency, cost, and quality—without changing your integration or redeploying code.

    One endpoint, every model.

  • Cost-Aware Execution

    Control spend with per-request cost estimation, smart model selection, and centralized quotas so teams can experiment fast without runaway bills or manual tracking.

    More performance, less spend.

  • Resilient Fallback Flows

    Define automatic, provider-agnostic fallbacks to keep your app up during outages, rate limits, or timeouts—no brittle failover logic scattered through your codebase.

    Never go dark on users.

  • Deep LLM Observability

    Trace every call across providers with logs, metrics, and request replay so you can debug, tune prompts, and optimize model choices from one unified dashboard.

    See every token, everywhere.

  • Task-Level Orchestration

    Describe tasks, not models. LLM.API maps them to the right tools, models, and prompts so you ship complex AI workflows with minimal glue code.

    Think tasks, not models.

  • High-Throughput Batch APIs

    Process millions of inferences efficiently with optimized batch pipelines, concurrency controls, and retry logic—all behind the same simple interface you use for single calls.

    Scale from 1 to millions.

Why run Seedance 2 VIP Omni Reference Image-to-Video on LLM.API?

  • Unified AI Routing

    Reach Seedance 2 VIP Omni Reference Image-to-Video and sibling models through one OpenAI-compatible endpoint.

  • Cost Control

    Compare provider price points and keep spend visible as you scale Seedance 2 VIP Omni Reference Image-to-Video.

  • Reliability Layer

    Retry and route across configured providers when a single upstream blips.

  • Observability

    Trace prompts, tokens, and errors for Seedance 2 VIP Omni Reference Image-to-Video alongside the rest of your stack.

  • Drop-in SDKs

    Keep using familiar OpenAI client patterns with base URL https://api.llmapi.ai/v1.

  • Model Breadth

    Swap Seedance 2 VIP Omni Reference Image-to-Video for chat, media, or embedding alternatives without rewriting auth.

When to Use — When NOT to Use

Use it if...

  • You can tolerate longer generation times than chat (Seedance 2 VIP Omni Reference Image-to-Video)
  • You are building short-form generative video features (Seedance 2 VIP Omni Reference Image-to-Video)
  • You need resolution-tiered pricing for motion content (Seedance 2 VIP Omni Reference Image-to-Video)

Avoid if...

  • You require sub-second interactive generation
  • You need broadcast-length films or guaranteed cinema-grade continuity
  • You only need still images or chat text

COMMUNITY

What creators say about AI video models

Summarised from publicly published developer and community reviews of this model family. Opinions are the sources’, not LLM.API’s, and may not be specific to Seedance 2 VIP Omni Reference Image-to-Video.

  • Creator reviews of the latest Kling releases praise multi-shot consistency, native audio and genuine 4K output.
  • Comparisons with Sora and Runway focus on prompt adherence and motion stability rather than raw resolution.
  • The common workflow advice: generate many short takes cheaply, then upscale or extend the ones that land.

SOURCES

Frequently Asked Questions

  • Where is the canonical page for Seedance 2 VIP Omni Reference Image-to-Video?

    https://llmapi.ai/models/sd-2-vip-omni-reference/

  • What is Seedance 2 VIP Omni Reference Image-to-Video?

    Video generation model by Muapi. On LLM.API it is addressed as `sd-2-vip-omni-reference`.

  • How do I call Seedance 2 VIP Omni Reference Image-to-Video via API?

    Send OpenAI-compatible requests to https://api.llmapi.ai/v1 with model "sd-2-vip-omni-reference" and your LLM.API key. See the code snippet on this page.

  • Is Seedance 2 VIP Omni Reference Image-to-Video a chat model?

    No—Seedance 2 VIP Omni Reference Image-to-Video is categorized as a video model. Use the matching API surface rather than assuming chat completions.

  • What are limitations of Seedance 2 VIP Omni Reference Image-to-Video?

    Like other API models, Seedance 2 VIP Omni Reference Image-to-Video can be wrong, incomplete, or uneven on edge cases. Validate outputs for high-stakes use. Media/OCR/STT models additionally depend on input quality.

  • Which providers serve Seedance 2 VIP Omni Reference Image-to-Video?

    LLM.API currently lists: muapi. Availability can vary by region and account.

  • What modalities does Seedance 2 VIP Omni Reference Image-to-Video support?

    Seedance 2 VIP Omni Reference Image-to-Video accepts text, image and produces video according to its architecture metadata on LLM.API.

  • When should I choose Seedance 2 VIP Omni Reference Image-to-Video?

    You need resolution-tiered pricing for motion content — especially when you specifically need Seedance 2 VIP Omni Reference Image-to-Video.

  • What is the context length for Seedance 2 VIP Omni Reference Image-to-Video?

    Reported context for Seedance 2 VIP Omni Reference Image-to-Video is See provider specs. Always verify the active provider row if multiple providers are listed.

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