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MiniMax / hailuo-2.3-Fast

hailuo-2.3-Fast

byminimax
Image to VideoFast Inference
Model ID
hailuo-2.3-Fast
Provider
minimax
Updated
1770721489
wiro playground—minimax/hailuo-2.3-Fast
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Supports: JPG, JPEG, PNG, GIF, WEBP, HEIC

First frame image for video generation. The output video will have the same aspect ratio as this image.

The prompt to generate the video.

Sample outputs
Updated 1770721489

MiniMax Hailuo 2.3 Fast — Speed Meets Structure

MiniMax Hailuo 2.3 Fast is engineered for creators and developers who need instant, reliable motion generation without compromising on quality. Every spin, landing, and directional shift remains steady across frames, ensuring fluid choreography and coherent movement — even in high-complexity, multi-step sequences.

Built for Rapid Iteration

Whether you’re fine-tuning prompts or producing a full library of motion tests, Hailuo 2.3 Fast delivers precise, production-ready results at top speed.

Generate large iteration sets, explore variations in seconds, and keep structural integrity intact throughout every frame.

- Ultra-Low Latency — Optimized for real-time feedback and fast iteration cycles

- Stable Motion Framework — Maintains joint coordination and body coherence under dynamic choreography

- Creator-Ready Outputs — Balanced speed and visual fidelity for fast-paced workflows

Reactive Visuals and Style Flexibility

Hailuo 2.3 Fast integrates adaptive lighting, environmental response, and particle dynamics directly into motion output. Effects react organically to movement, producing sequences that feel alive — not composited.

Switch visual styles seamlessly mid-clip: move from realism to stylized, anime, or surreal looks without losing temporal consistency. Every transition stays smooth, every detail in context.

Optimized for Modern Production

Upgraded from earlier Hailuo versions, 2.3 Fast introduces:

- Enhanced stability in rapid-generation cycles

- Improved camera cue and choreography recognition

- Refined micro-expression tracking for subtle emotional shifts

- Better handling of animated logos and text motion

These upgrades minimize re-renders and support faster creative delivery across animation, branded content, and choreography design.

For Fast-Moving Creators and Developers

MiniMax Hailuo 2.3 Fast has become a go-to for teams building real-time choreography previews, branded motion assets, and generative performance prototypes. It’s the tool for those who iterate quickly, experiment widely, and demand stability at speed.

Push your workflow forward — faster, smarter, and more consistent — with MiniMax Hailuo 2.3 Fast.

Example prompts

Great starting points for hailuo-2.3-Fast.

Static wide shot of the aquarium viewing area. The various fish and sharks swim gracefully and continuously in the deep blue water, with a large stingray gliding slowly past the glass. Ripples are visible on the water\'s surface above. The light shafts from above the water subtly undulate, creating a dynamic play of light and shadow in the tank. The silhouetted people in the foreground remain still, absorbed in the view. Submerged, serene, deep blue aesthetic.Video Generation
Tracking shot that follows the surfer as he rides the breaking wave toward the shore. The water sprays dynamically from the board, and the wave curls and crashes with realistic fluid motion. The golden hour light shimmers brightly on the water inside the tube of the wave. The surfer adjusts his weight and maintains balance. Cinematic slow motion, high-fidelity photorealism.Video Generation
Wide shot of the beach and power plant. The man continues his steady run along the shoreline, his footsteps leaving subtle indentations in the wet sand. The ocean waves gently roll in and recede, creating realistic foam and movement. The seagull in the sky gracefully soars and flaps its wings. Subtle steam or heat haze rises from the industrial stacks in the background. The light remains soft and hazy, as if late afternoon. Naturalistic, establishing shot.Video Generation
Tracking shot following the hiker as they steadily climb upward along the snow track. Their ski poles repeatedly sink and lift from the deep snow with realistic, labored effort. The camera slowly tilts up to keep the subject centered against the vast, clear blue sky. Extreme contrast, dramatic sunlight, realistic snow texture.Video Generation

API quick start

Run hailuo-2.3-Fast with a single API call.

POST https://api.wiro.ai/v1/Run/MiniMax/hailuo-2.3-Fast
{
  "prompt": "Wide shot of the beach and power plant. T…",
  "inputImage": "https://your-cdn.com/input.png",
  "duration": 6,
  "promptOptimizer": "true"
}
View full API docs