Hailuo 2.3 Fast

Hailuo 2.3 Fast API Overview

MiniMax Hailuo 2.3 Fast is part of the MiniMax Hailuo 2.3 model family specializing in image-to-video transformation. It is engineered to produce short videos (6 or 10 seconds) in resolutions of 768p and 1080p at 25 FPS, optimized to reduce latency and computational load, making it ideal for rapid iteration and mass video generation. The model supports input images between 300 and 2048 pixels in width and height with up to 20 MB file size, and outputs video with consistent motion and high visual clarity.

Technical Specifications

• Input: Image-to-Video
• Frame rate: 25 frames per second
• Video duration: 6 or 10 seconds for 768p, 6 seconds max at 1080p
• Aspect Ratio: Matches input image aspect ratio in image-to-video mode
• Optimized for fast turnaround with advanced prompt optimization tools

Performance Benchmarks

• Generates high-definition 6-second videos in about 55 seconds (fast variant)
• NCR (Noise-aware Compute Redistribution) architecture achieves 2.5x faster training and inference
• Produces near-photorealistic visuals with dynamic lighting, shadow transitions, and color accuracy even during complex physical interactions and camera movements

Hailuo 2.3 Fast API Pricing

• 768p · 6 s — $0.1995
• 768p · 10 s — $0.336
• 1080p · 6 s — $0.3465

Use Cases

• Mass content creation for social media platforms (Instagram, TikTok), enabling quick, engaging video clips at scale
• Marketing and promotional video production requiring fast turnaround with professional quality
• Animation and cinematic scene generation for short film sequences or visual storytelling
• Corporate and brand communications with branded video messages or presentations
• Rapid prototyping for visual content to test creative concepts efficiently

Code Sample

Comparison with Other Models

vs MiniMax Hailuo 2.3: The Fast variant prioritizes speed and operational efficiency with modest compromises in ultra-high visual fidelity. The Standard variant supports both text and image inputs with higher visual detail and longer video durations, ideal for projects emphasizing visual richness over rapid output.

vs Kling 2.1: Kling 2.1 is known for consistent results and cost efficiency, performing well for steady character animation. Hailuo 2.3 Fast surpasses Kling with superior speed and advanced motion realism including fluid dynamics, suitable for professional-grade fast content creation at scale.

vs Veo 3.1: Hailuo 2.3 Fast generates 6-10 second videos rapidly (around 55 seconds), optimized for image-to-video tasks with advanced motion and facial animations. Veo 3.1 offers more versatility across text-to-video, image-to-video, and reference-to-video with slightly slower generation times but broader modality support, favoring diverse creative workflows.

vs Sora 2: Hailuo 2.3 Fast excels in rendering speed with up to 2.5x faster video generation, making it highly efficient for quick turnarounds, whereas Sora 2 produces longer, higher-fidelity 12-second videos but requires more time (around 30 seconds). Hailuo focuses on operational scalability with professional quality, while Sora 2 emphasizes ultra-realistic cinematic quality.

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