Which providers serve MiniMax Hailuo 2.3 Fast Image-to-Video?

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

Is MiniMax Hailuo 2.3 Fast Image-to-Video a chat model?

No—MiniMax Hailuo 2.3 Fast Image-to-Video is categorized as a video model. Use the matching API surface rather than assuming chat completions.

How long do MiniMax Hailuo 2.3 Fast Image-to-Video jobs take?

Video generation typically takes longer than chat; latency scales with duration and resolution and may vary by queue.

When should I choose MiniMax Hailuo 2.3 Fast Image-to-Video?

You are building short-form generative video features — especially when you specifically need MiniMax Hailuo 2.3 Fast Image-to-Video.

How do I call MiniMax Hailuo 2.3 Fast Image-to-Video via API?

Send OpenAI-compatible requests to https://api.llmapi.ai/v1 with model "minimax-hailuo-2.3-fast" and your LLM.API key. See the code snippet on this page.

How is MiniMax Hailuo 2.3 Fast Image-to-Video priced on LLM.API?

Listed pricing metadata shows: $0.032/sec. Confirm live rates in the LLM.API dashboard or docs before production budgeting.

What modalities does MiniMax Hailuo 2.3 Fast Image-to-Video support?

MiniMax Hailuo 2.3 Fast Image-to-Video accepts text, image and produces video according to its architecture metadata on LLM.API.

Does MiniMax Hailuo 2.3 Fast Image-to-Video support streaming?

Streaming depends on the active provider; check the providers table on this page for flags.

What are limitations of MiniMax Hailuo 2.3 Fast Image-to-Video?

Like other API models, MiniMax Hailuo 2.3 Fast 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.

What is the context length for MiniMax Hailuo 2.3 Fast Image-to-Video?

Reported context for MiniMax Hailuo 2.3 Fast Image-to-Video is See provider specs. Always verify the active provider row if multiple providers are listed.

Where is the canonical page for MiniMax Hailuo 2.3 Fast Image-to-Video?

https://llmapi.ai/models/minimax-hailuo-2-3-fast/

Which endpoint do I call for MiniMax Hailuo 2.3 Fast Image-to-Video?

POST https://api.llmapi.ai/v1/chat/completions with model "minimax-hailuo-2.3-fast" and your LLM.API key. The request and response bodies are OpenAI-compatible.

How do I switch from OpenAI to MiniMax Hailuo 2.3 Fast Image-to-Video on LLM.API?

Change two lines: set base_url to https://api.llmapi.ai/v1 and api_key to your LLM.API key. The rest of your OpenAI SDK code stays the same.

Does MiniMax Hailuo 2.3 Fast Image-to-Video support function calling and structured outputs?

Function calling: not supported. Structured outputs: not supported.

MiniMax Hailuo 2.3 Fast Image-to-Video API: Endpoint & Pricing

MiniMax Hailuo 2.3 Fast 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 MiniMax Hailuo 2.3 Fast Image-to-Video?

MiniMax Hailuo 2.3 Fast 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.

Can you self-host MiniMax Hailuo 2.3 Fast Image-to-Video?

No. We found no public weights for MiniMax Hailuo 2.3 Fast Image-to-Video on Hugging Face, so there is nothing to download, quantize or serve on your own GPUs: no VRAM budget, no vLLM or GGUF build to plan for. The only way to run it is over an API.

Skip the deploy — use LLM.API as your endpoint

No GPUs, no quantization trade-offs. Same model, OpenAI-compatible, up to 30% below list price.

Get API key See API code ↓

Providers

LLM.API routes MiniMax Hailuo 2.3 Fast Image-to-Video to the providers below, with discounted effective rates versus list price.

List price by provider

InputOutput

muapi$0 in

$0 out

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

Provider	Pricing	Context	Capabilities
muapi	in —; out $0 per second of video	—	—

Prices and availability from the LLMAPI catalogue, updated nightly. Last updated 8 Oct 2026.

Try this model

Test MiniMax Hailuo 2.3 Fast Image-to-Video right here — free to start.

MiniMax Hailuo 2.3 Fast Image-to-Video

Hi! Want to test the model?

Suggestions for your first prompt

Code snippet

Call MiniMax Hailuo 2.3 Fast Image-to-Video through the OpenAI-compatible API — Video generation via LLM.API (see docs for media endpoints).

Switching from OpenAI? Change 2 lines.

- base_url="https://api.openai.com/v1"
- api_key="YOUR_OPENAI_KEY"
+ base_url="https://api.llmapi.ai/v1"
+ api_key="YOUR_LLMAPI_KEY"

Everything else stays the same — SDK, message format, tools, streaming. Set model to minimax-hailuo-2.3-fast and the call runs unchanged.

bash

curl https://api.llmapi.ai/v1/chat/completions \
  -H "Authorization: Bearer $LLMAPI_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "minimax-hailuo-2.3-fast",
    "messages": [
      {"role": "user", "content": "Give me three crisp launch checklist items."}
    ]
  }'

from openai import OpenAI

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

resp = client.chat.completions.create(
    model="minimax-hailuo-2.3-fast",
    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)

import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.LLMAPI_KEY,
  baseURL: "https://api.llmapi.ai/v1",
});

const resp = await client.chat.completions.create({
  model: "minimax-hailuo-2.3-fast",
  messages: [
    { role: "user", content: "Give me three crisp launch checklist items." },
  ],
});

console.log(resp.choices[0].message.content);

stream = client.chat.completions.create(
    model="minimax-hailuo-2.3-fast",
    messages=[{"role": "user", "content": "Write a haiku about latency."}],
    stream=True,
)

for chunk in stream:
    delta = chunk.choices[0].delta.content
    if delta:
        print(delta, end="", flush=True)

{
  "model": "minimax-hailuo-2.3-fast",
  "messages": [
    {"role": "system", "content": "You are a precise product assistant."},
    {"role": "user", "content": "Give me three crisp launch checklist items."}
  ]
}

ENDPOINTS

Supported endpoints & features

Base URL https://api.llmapi.ai/v1 · model ID minimax-hailuo-2.3-fast · OpenAI-compatible.

POST /v1/chat/completionsChat Completions — supported

Feature	Status	How to set it
Function calling (tools)	Not supported	`tools, tool_choice`
Parallel tool calls	Not supported	`parallel_tool_calls`
JSON mode	Not supported	`response_format: {"type": "json_object"}`
Structured outputs	Not supported	`response_format: {"type": "json_schema", …}`
Streaming	Not supported	`stream: true`
Vision (image input)	Not supported	`image_url content parts`
Web search	Not supported	`web_search`

ERRORS

Errors & fallback routing

Code	What it means	What to do
`401`	Missing or invalid API key.	Send `Authorization: Bearer YOUR_LLMAPI_KEY` and check the key is active.
`429`	Rate limited, or the upstream provider is throttling the request.	Back off and retry with jitter; the gateway also retries the request on another provider where one is available.
`5xx`	Upstream provider error or timeout.	Retry; fallback routing sends the retry to the next healthy provider for this model.

When a provider fails or throttles, the request is routed to the next provider serving this model — the ones listed in the providers table above.

MiniMax Hailuo 2.3 Fast Image-to-Video in production

Best workloadsLLM.API features

What the model is good at.

Storyboard acceleration
Turns written beats into moving drafts for rapid review. Grounded in the model's video role rather than generic chat claims.
Resolution options
Supports multiple output resolutions depending on provider pricing tiers.
Motion coherence
Targets temporally consistent motion across frames for the requested scene. Grounded in the model's video role rather than generic chat claims.
Text-to-video generation
Synthesizes short video clips from prompts for ads, explainers, and social. Reflects video generation positioning for this endpoint.
Iterative creatives
Enables prompt-based A/B exploration of motion concepts. Tuned to how teams typically call MiniMax Hailuo 2.3 Fast Image-to-Video.

What you get when you call MiniMax Hailuo 2.3 Fast Image-to-Video through LLM.API.

Unified AI Routing
Reach MiniMax Hailuo 2.3 Fast Image-to-Video and sibling models through one OpenAI-compatible endpoint.
One endpoint, every model.
Cost Control
Compare provider price points and keep spend visible as you scale MiniMax Hailuo 2.3 Fast Image-to-Video.
More performance, less spend.
Reliability Layer
Retry and route across configured providers when a single upstream blips.
Never go dark on users.
Observability
Practical: Trace prompts, tokens, and errors for MiniMax Hailuo 2.3 Fast Image-to-Video alongside the rest of your stack.
See every token, everywhere.
Drop-in SDKs
Practical: Keep using familiar OpenAI client patterns with base URL https://api.llmapi.ai/v1.
Think tasks, not models.
Model Breadth
Production: Swap MiniMax Hailuo 2.3 Fast Image-to-Video for chat, media, or embedding alternatives without rewriting auth.
Scale from 1 to millions.

When to Use — When NOT to Use

Use it if...

You need resolution-tiered pricing for motion content (MiniMax Hailuo 2.3 Fast Image-to-Video)
You can tolerate longer generation times than chat (MiniMax Hailuo 2.3 Fast Image-to-Video)
You are building short-form generative video features (MiniMax Hailuo 2.3 Fast Image-to-Video)

Avoid if...

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

LLM API rating for MiniMax Hailuo 2.3 Fast Image-to-Video

★ 3.1/ 5.0LLM API rating
50% production adoption · 30% category benchmark · 20% tooling & valueEstimated from published specs

3.5Production adoptionActive open-weight community usage

3.1Benchmark qualityScored on multimodal input support and context

2.0Developer ecosystemContext window, tool and JSON support, price against the category median

Vision & multimodal 3.1

How is this rating calculated?

Every model gets a separate 1.0–5.0 score for each category it can be used in, so a model can rate high for coding and lower for vision. The score combines three parts:

Production adoption — 50%. How widely the model is actually used in production: provider traffic, LiteLLM and gateway usage, open-weight downloads and its LMArena rank. Proven, widely used models score highest.
Category benchmark — 30%. The public benchmark that matters for that category — the Artificial Analysis Intelligence Index and LMArena Elo for reasoning, LMArena coding Elo for coding, image and document support plus vision Elo for vision, tool and JSON support for function calling, measured speed for voice.
Tooling & value — 20%. Context window, support for tools, structured outputs and streaming, and price compared with the category median.

Scores of 4.0 and above are shown in green, 3.0–3.9 in yellow, below 3.0 in red. When a model has no public data for a part, it gets a neutral value instead of an invented number.

A “Verified benchmark” mark (✓) means an independent lab — LMArena or Artificial Analysis — has actually tested that model, and the source figure is shown. Models without that mark are labelled “Estimated from published specs”: the score comes from the published context window, tool and schema support, price and adoption only, because no independent lab has tested them yet.

One exception: a brand-new top-tier model that scores very high on the independent benchmarks but has no usage history yet is rated on the benchmark (60%) and tooling & value (40%) alone, so a missing adoption figure can't hold it back. All inputs come from public sources and are refreshed weekly.

Adoption and benchmark inputs come from public sources — LMArena, Artificial Analysis Intelligence Index and published model specs. Updated weekly.

COMMUNITY

What creators say about AI video models

LMArena—Speed—Sources: LMArena, Artificial Analysis

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 MiniMax Hailuo 2.3 Fast 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

COMMUNITY

What developers say about MiniMax Hailuo 2.3 Fast Image-to-Video

Summarised from public developer discussions and write-ups. Opinions are the sources’, not LLM.API’s.

Developers on Pika API highlight the model for its strong subject preservation and cinematic text-to-video shots, though they note it is not suitable for frame-exact rotoscoping or pixel-perfect compositing.
Developers using the VEED platform report that the model delivers natural character animation and believable physics, specifically praising its ability to render subtle facial expressions and realistic clothing movement.
Technical documentation from various providers indicates the model is valued for its balance of generation speed and quality, offering 6 to 10-second clips with support for resolutions up to 1080p.

SOURCES

Frequently Asked Questions

Which providers serve MiniMax Hailuo 2.3 Fast Image-to-Video?
LLM.API currently lists: muapi. Availability can vary by region and account.
Is MiniMax Hailuo 2.3 Fast Image-to-Video a chat model?
No—MiniMax Hailuo 2.3 Fast Image-to-Video is categorized as a video model. Use the matching API surface rather than assuming chat completions.
How long do MiniMax Hailuo 2.3 Fast Image-to-Video jobs take?
Video generation typically takes longer than chat; latency scales with duration and resolution and may vary by queue.
What is MiniMax Hailuo 2.3 Fast Image-to-Video?
Video generation model by Muapi. On LLM.API it is addressed as `minimax-hailuo-2.3-fast`.
When should I choose MiniMax Hailuo 2.3 Fast Image-to-Video?
You are building short-form generative video features — especially when you specifically need MiniMax Hailuo 2.3 Fast Image-to-Video.
How do I call MiniMax Hailuo 2.3 Fast Image-to-Video via API?
Send OpenAI-compatible requests to https://api.llmapi.ai/v1 with model "minimax-hailuo-2.3-fast" and your LLM.API key. See the code snippet on this page.
How is MiniMax Hailuo 2.3 Fast Image-to-Video priced on LLM.API?
Listed pricing metadata shows: $0.032/sec. Confirm live rates in the LLM.API dashboard or docs before production budgeting.
What modalities does MiniMax Hailuo 2.3 Fast Image-to-Video support?
MiniMax Hailuo 2.3 Fast Image-to-Video accepts text, image and produces video according to its architecture metadata on LLM.API.
Does MiniMax Hailuo 2.3 Fast Image-to-Video support streaming?
Streaming depends on the active provider; check the providers table on this page for flags.
What are limitations of MiniMax Hailuo 2.3 Fast Image-to-Video?
Like other API models, MiniMax Hailuo 2.3 Fast 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.
What is the context length for MiniMax Hailuo 2.3 Fast Image-to-Video?
Reported context for MiniMax Hailuo 2.3 Fast Image-to-Video is See provider specs. Always verify the active provider row if multiple providers are listed.
Where is the canonical page for MiniMax Hailuo 2.3 Fast Image-to-Video?
https://llmapi.ai/models/minimax-hailuo-2-3-fast/

COMPARE

Competitive Models

Get one key to every model

Swap your API key. Keep your code.

Start for free Talk to sales

LLM API sells to AI agents - live prices and self-serve payment

MiniMax Hailuo 2.3 Fast Image-to-Video API: Endpoint & Pricing

What is MiniMax Hailuo 2.3 Fast Image-to-Video?

Can you self-host MiniMax Hailuo 2.3 Fast Image-to-Video?

Providers

Try this model

Code snippet

Supported endpoints & features

Errors & fallback routing

MiniMax Hailuo 2.3 Fast Image-to-Video in production

Storyboard acceleration

Resolution options

Motion coherence

Text-to-video generation

Iterative creatives

Unified AI Routing

Cost Control

Reliability Layer

Observability

Drop-in SDKs

Model Breadth