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Utilizável 24 horas após inscrição, até 5 execuções por dia e no máximo 2 créditos por execução. Outros métodos de login começam sem créditos.
02
Examples
Real outputs from the public examples of this model on Replicate, with the prompt and settings that produced them. They were not generated live on this page.
Prompt
a tiktok dancer is dancing on a small drone, doing flips and tricks
Duração: 0:06
Settings
resolution
768p
duration
6
Prompt
slow handheld camera movement: Two firebenders face off in a dark alley as heavy rain pours. One exhales steam. Sparks ignite from soaked fists. They launch into motion kicks, spins, flaming strikes that hiss on contact with water. Explosions reflect in puddles. Fire clashes mid-air, casting harsh orange light. A final blast sends water and embers flying toward camera. Stylized urban fantasy with dramatic lighting and intense motion.
Duração: 0:06
Settings
resolution
768p
duration
6
Prompt
From a soaring aerial, the rider rockets across a collapsing skyline, rooftops narrowing into jagged ledges. Camera hovers tight above as he angles through curved glass and steel, void yawning between buildings. Each rooftop leap sparks drama, until he threads impossibly across the final span, city blurring below.
Duração: 0:06
Settings
resolution
768p
duration
6
Prompts de exemplo
Exemplos do catálogo Railwail. Eles não foram gerados ao vivo nesta página.
Dance
Duração: 0:06
Dancer in empty warehouse, dramatic lighting
03
Sobre Hailuo 2.3
ResumoA partir de 23 de setembro de 2026
Hailuo 2.3 é um modelo de MiniMax na categoria Geração de vídeos. No Railwail, Hailuo 2.3 custa US$ 0,336 por vídeo. Dependendo das configurações, o preço varia de US$ 0,336/vídeo a US$ 0,672/vídeo. Proporções de aspecto suportadas: 16:9, 9:16 e 1:1. Durações possíveis: 6 ou 10 s.
Fundo
Sobre MiniMax
Fundado em 2021 · Shanghai, China
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.
Latent video diffusion model (Diffusion Transformer)
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).
Parâmetros
Undisclosed
Capacidades
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
Best for: short-form social, anime-style animation, character-driven shorts.
Treinamento & licença
Closed corpus combining licensed Chinese video, web video and synthetic data, with bilingual dense captions. Exact size undisclosed.
Licença: Proprietary commercial licence via Hailuo AI / MiniMax API and platform terms; commercial usage on paid plans.
Testes de segurança: Standard NSFW, CSAM, public-figure and political-content filters in line with Chinese regulatory requirements (CAC algorithmic-content rules); content moderation stricter in Chinese surfaces.
Limitações conhecidas
Clips limited to ~10 seconds
Heavy political and public-figure filtering
No native audio
Less English prompt-following finesse than Veo / Sora 2
curl https://railwail.com/api/v1/videos/generations \
-H "Authorization: Bearer $RAILWAIL_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "hailuo-23",
"prompt": "A slow drone shot over a misty pine forest at sunrise"
}'
# Response: {"job_id": "...", "status": "queued", ...}
# Poll until status is completed, failed or cancelled:
curl https://railwail.com/api/v1/jobs/JOB_ID \
-H "Authorization: Bearer $RAILWAIL_API_KEY"
import os
import time
import requests
API = "https://railwail.com/api/v1"
headers = {"Authorization": f"Bearer {os.environ['RAILWAIL_API_KEY']}"}
job = requests.post(
f"{API}/videos/generations",
headers=headers,
json={
"model": "hailuo-23",
"prompt": "A slow drone shot over a misty pine forest at sunrise",
},
).json()
while True:
status = requests.get(f"{API}/jobs/{job['job_id']}", headers=headers).json()
if status["status"] in ("completed", "failed", "cancelled"):
break
time.sleep(5)
print(status["status"], status.get("output_url"))
const API = "https://railwail.com/api/v1";
const headers = {
Authorization: `Bearer ${process.env.RAILWAIL_API_KEY}`,
"Content-Type": "application/json",
};
const job = await fetch(`${API}/videos/generations`, {
method: "POST",
headers,
body: JSON.stringify({
model: "hailuo-23",
prompt: "A slow drone shot over a misty pine forest at sunrise"
}),
}).then((r) => r.json());
let status;
do {
await new Promise((r) => setTimeout(r, 5000));
status = await fetch(`${API}/jobs/${job.job_id}`, { headers }).then((r) => r.json());
} while (!["completed", "failed", "cancelled"].includes(status.status));
console.log(status.status, status.output_url);
Hailuo 2.3 é um modelo de MiniMax na categoria Geração de vídeos. No Railwail você pode chamá-lo com uma chave de API através da API Railwail.
Quanto custa Hailuo 2.3 no Railwail?
No Railwail, Hailuo 2.3 custa US$ 0,336 por vídeo. Dependendo das configurações, o preço varia de US$ 0,336/vídeo a US$ 0,672/vídeo. O preço é conhecido antes do início da execução. O uso é pago com créditos pré-pagos; 1 crédito equivale a US$ 0,01.
Quais configurações Hailuo 2.3 suporta?
De acordo com seu esquema de entrada, Hailuo 2.3 conhece estes parâmetros: prompt, duration (6 ou 10), start_image e aspect_ratio (16:9, 9:16 ou 1:1).
Qual é a velocidade de Hailuo 2.3?
Ainda não há execuções medidas suficientes de Hailuo 2.3 no Railwail para indicar um tempo de execução. Depende da entrada, das configurações e da carga no provedor.
Hailuo 2.3 é melhor que Google Veo 3.1?
Depende da tarefa. Hailuo 2.3 (MiniMax) e Google Veo 3.1 (Google DeepMind) são ambos modelos na categoria Geração de vídeos. A página de comparação mostra seus preços e especificações lado a lado.
Crie uma chave de API Railwail e envie sua solicitação com o ID do modelo hailuo-23. Exemplos de código para curl, Python e JavaScript estão na seção API desta página.
MiniMax Hailuo 02 on Replicate. Text-to-video and image-to-video producing 6s or 10s clips at 768p standard or 1080p pro. Known for accurate real-world physics and stable motion.
