
Hailuo 2.3 Fast Image To Video
by MiniMaxGenerate smooth, realistic 1080p videos from a single image in under 2 minutes with advanced motion capture, facial micro-expressions, and anime-style enhancements optimized for fast, cost-effective production.
Hailuo-2.3-Fast-i2vInput
Output
Hailuo 2.3 Fast Image To Video
Images Animate Instantly
Generate Videos Faster
- Ultra Speed20-50s TurnaroundHailuo 2.3 Fast Image To Video API produces 6-10s clips 30-50% faster than standard models.
- 768p QualityRealistic Motion BlurPreserves image details with physics-aware animation, lighting, and cinematic camera moves.
- Rapid IterationLower Cost TestingHailuo 2.3 Fast Image To Video model cuts batch costs by 50% for A/B tests and variations.
Hailuo 2.3 Fast Image To Video questions
- What is Hailuo 2.3 Fast Image To Video?
- Hailuo 2.3 Fast Image To Video is a MiniMax model for rapid image-to-video generation. It creates 6-10s 768p clips with smooth motion. Optimized for speed and cost in testing workflows.
- How fast is Hailuo 2.3 Fast Image To Video API?
- Generation takes 20-50 seconds per clip. Up to 2x faster than standard models. Ideal for hailuo 2.3 fast image to video api iterations.
- What resolution does Hailuo 2.3 Fast Image To Video model output?
- Outputs 768p videos. Maintains sharp details and realistic physics. Supports single image inputs only.
- Is Hailuo 2.3 Fast Image To Video alternative to standard Hailuo?
- Yes, Hailuo 2.3 Fast Image To Video focuses on I2V speed. Lower cost for hailuo 2.3 fast image to video variations. Standard supports T2V too.
- What is Hailuo 2.3 Fast Image To Video video generation best for?
- Best for quick social clips, e-commerce, and A/B testing. Handles complex motions and styles stably. Commercial use ready.
- Does hailuo 2.3 fast image to video api need prompts?
- Uses image plus optional text prompt. Built-in expansion refines inputs. Generates from single first frame.
Looking for something different?
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Better quality
Newer flagship models that generally produce stronger results.
Faster Generation
Built for speed when you are iterating on a prompt.



Lower cost per run
Open-source models we host, unlimited on the $149/month plan.
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About Hailuo 2.3 Fast Image To Video
Generate smooth, realistic 1080p videos from a single image in under 2 minutes with advanced motion capture, facial micro-expressions, and anime-style enhancements optimized for fast, cost-effective production.
Hailuo 2.3 Fast Image To Video facts
- Provider
- MiniMax
- Price
- $0.038 per second of video
- Added to ModelsLab
- November 10, 2025
- Model ID
- Hailuo-2.3-Fast-i2v
Key Features
- AI video generation from text or image input
- Motion control and camera movement parameters
- Adjustable frame rate and video duration
- High-quality cinematic output up to 1080p
- Native audio generation support
Quick Start
Integrate Hailuo 2.3 Fast Image To Video into your application with a single API call. Get your API key from the pricing page to get started.
import requestsimport jsonurl = "https://modelslab.com/api/v7/video-fusion/image-to-video"headers = {"Content-Type": "application/json"}data = {"model_id": "Hailuo-2.3-Fast-i2v","prompt": "Animate stars moving across the sky, soft glow around her hair, waves shimmering, and camera tilting up toward the heavens in slow motion.","key": "YOUR_API_KEY"}try:response = requests.post(url, headers=headers, json=data)response.raise_for_status() # Raises an HTTPError for bad responses (4XX or 5XX)result = response.json()print("API Response:")print(json.dumps(result, indent=2))except requests.exceptions.HTTPError as http_err:print(f"HTTP error occurred: {http_err} - {response.text}")except Exception as err:print(f"Other error occurred: {err}")
const endpointUrl = 'https://modelslab.com/api/v7/video-fusion/image-to-video';const requestBody = {"model_id": "Hailuo-2.3-Fast-i2v","prompt": "Animate stars moving across the sky, soft glow around her hair, waves shimmering, and camera tilting up toward the heavens in slow motion.","key": "YOUR_API_KEY"};async function makeApiRequest() {try {const response = await fetch(endpointUrl, {method: 'POST',headers: {'Content-Type': 'application/json',},body: JSON.stringify(requestBody)});if (!response.ok) {let errorResult;try {errorResult = await response.json();} catch (e) {errorResult = { error: { message: await response.text() } };}throw new Error(`API Error (${response.status}): ${errorResult.error?.message || response.statusText || 'Unknown error'}`);}const result = await response.json();console.log('API Response:', result);return result;} catch (error) {console.error('Error making API request:', error.message);throw error;}}makeApiRequest();
curl -X POST "https://modelslab.com/api/v7/video-fusion/image-to-video" \-H "Content-Type: application/json" \-d '{"model_id": "Hailuo-2.3-Fast-i2v","prompt": "Animate stars moving across the sky, soft glow around her hair, waves shimmering, and camera tilting up toward the heavens in slow motion.","key": "YOUR_API_KEY"}'
<?php$url = 'https://modelslab.com/api/v7/video-fusion/image-to-video';$headers = ['Content-Type: application/json'];$data = ['model_id' => 'Hailuo-2.3-Fast-i2v','prompt' => 'Animate stars moving across the sky, soft glow around her hair, waves shimmering, and camera tilting up toward the heavens in slow motion.','key' => 'YOUR_API_KEY',];$ch = curl_init();curl_setopt($ch, CURLOPT_URL, $url);curl_setopt($ch, CURLOPT_POST, true);curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($data));curl_setopt($ch, CURLOPT_HTTPHEADER, $headers);curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);curl_setopt($ch, CURLOPT_TIMEOUT, 30);$response = curl_exec($ch);$httpCode = curl_getinfo($ch, CURLINFO_HTTP_CODE);$curlError = curl_error($ch);if ($curlError) {echo 'Curl error: ' . $curlError;} else {echo "HTTP Status Code: " . $httpCode . "\n";$result = json_decode($response, true);if (json_last_error() !== JSON_ERROR_NONE) {echo "Error decoding JSON: " . json_last_error_msg() . "\n";echo "Raw response: " . $response . "\n";} else {echo "API Response:\n";print_r($result);}}?>
Pricing
Hailuo 2.3 Fast Image To Video API costs $0.038 per second of output. Plans start at $21/month, and open-source models are unlimited on the $149/month plan. View pricing plans
Use Cases
- Marketing and promotional video creation
- Social media short-form video content
- Product demos and explainer videos
- Creative storytelling and animation








