Hailuo 2.3
Minimax model for realistic human motion and VFX
Hailuo 2.3 is video generation AI model from Minimax, priced at €0.000 per 1M input tokens with a unknown context window.
Image References
Examples
See what Hailuo 2.3 can generate
Dance
"Dancer in empty warehouse, dramatic lighting"
Pricing
API Integration
Use our OpenAI-compatible API to integrate Hailuo 2.3 into your application.
npm install railwailimport railwail from "railwail";
const rw = railwail("YOUR_API_KEY");
// Simple — just pass a string
const reply = await rw.run("hailuo-23", "Hello! What can you do?");
console.log(reply);
// With message history
const reply2 = await rw.run("hailuo-23", [
{ role: "system", content: "You are a helpful assistant." },
{ role: "user", content: "Explain quantum computing simply." },
]);
console.log(reply2);
// Full response with usage info
const res = await rw.chat("hailuo-23", [
{ role: "user", content: "Hello!" },
], { temperature: 0.7, max_tokens: 500 });
console.log(res.choices[0].message.content);
console.log(res.usage);Deep dive — MiniMax's Hailuo 2.3
MiniMax (Shanghai Xiyu Technology) was founded in December 2021 by Yan Junjie (former SenseTime general manager) along with co-founders from SenseTime and Microsoft Research Asia. It is one of China's four AI tigers alongside Zhipu, Moonshot and Baichuan. MiniMax developed the abab LLM family, the Hailuo AI consumer chat app and the Hailuo video generator (launched September 2024). The company has raised over $1B from investors including Tencent, Alibaba, HongShan (Sequoia China) and Mihoyo, valuing it at $2.5B+ in 2024. Hailuo Video gained early international traction as one of the first Chinese consumer video AIs available outside China.
Visit MiniMax →Hailuo 2.3 is MiniMax's third-generation video model, building on Hailuo Video-01 and 02. It is a closed-source diffusion-transformer (DiT) operating on a learned spatio-temporal latent space, conditioned on bilingual (Chinese/English) text embeddings and optional image embeddings. Version 2.3 advertises substantial improvements over earlier versions in motion coherence, prompt adherence on complex actions and 'cinematic' control. MiniMax publish no architectural details beyond marketing material, but the product behaviour and reported throughput suggest a multi-billion-parameter DiT trained on a large curated video corpus with synthetic dense captions and reward-model post-training for aesthetics. Hailuo 2.3 supports 6-10 second clips at up to 1080p and a director-style control vocabulary (camera moves, shot scale).
- Parameters
- Undisclosed
- Context
- unknown
- Text-to-video and image-to-video at up to 1080p
- 6-10 second clips with strong motion coherence
- Director-style camera control prompts (zoom, pan, tilt, dolly)
- Strong character consistency on image-to-video
- Bilingual prompts (Chinese, English)
- Available via Hailuo AI web app, mobile app and API
- Subject-reference / character-reference mode (locked face)
- Competitive cost per clip versus Western APIs
- Best for: short-form social, anime-style animation, character-driven shorts.
Closed corpus combining licensed Chinese video, web video and synthetic data, with bilingual dense captions. Exact size undisclosed.
License: Proprietary commercial licence via Hailuo AI / MiniMax API and platform terms; commercial usage on paid plans.
Known limitations
- Clips limited to ~10 seconds
- Heavy political and public-figure filtering
- No native audio
- Less English prompt-following finesse than Veo / Sora 2
- Closed model with no technical paper
Research papers
Frequently asked questions
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