Hailuo 2.3

Overview

Hailuo 2.3 is MiniMax's flagship video generation model, released Spring 2026, and the latest iteration in the Hailuo family that has consistently ranked at or near the top of independent global video benchmarks. Hailuo 02 (the prior generation) ranked #2 globally on Artificial Analysis benchmarks at release, surpassing Google Veo 3 but trailing Seedance 1.0; Hailuo 2.3 builds on that foundation with significant improvements in physical action portrayal, stylization, character micro-expressions, and motion fluidity.

Hailuo 2.3 ships in four variants — Standard, Pro, Fast, and Fast Pro — explicitly addressing the cost dimension that constrains production-scale AI video adoption. The Fast variant generates videos at substantially higher speed and lower cost, reducing batch creation costs by up to 50% relative to the Standard tier. The model maintains subject consistency across 6–10 second clips without morphing or melting, executes specific camera direction prompts (dolly, tracking shots), and handles objects with realistic mass and gravity — capabilities that, combined with the four-tier pricing structure, make Hailuo one of the strongest cost-quality propositions in production AI video.

Specifications

• Developer: MiniMax
• Release Date: Spring 2026 (succeeding Hailuo 02)
• Type: Text-to-video / image-to-video generation
• Variants: Standard, Pro, Fast, Fast Pro
• Clip Duration: 6–10 seconds
• Distribution: Hailuoai.video web app + MiniMax developer platform + partner integrations

Capabilities

Improved Physical Action Portrayal: Significant improvements over Hailuo 02 in rendering complex character body movements with greater fluidity, naturalness, precision, and control.

Stylization: Enhanced stylized rendering — better support for non-photorealistic styles (cinematic, illustrative, animated aesthetics).

Character Micro-Expressions: Improved rendering of subtle facial expressions and gesture detail, addressing a longstanding weak point in AI video generation.

Subject Consistency: Maintains subject consistency across 6–10 second clips without the morphing or melting artifacts that plague many video generation models on longer durations.

Camera Direction: Executes specific camera direction prompts including dolly shots, tracking shots, and other cinematographic vocabulary.

Realistic Physics: Handles objects with realistic mass and gravity — an area where many competitors still struggle on complex multi-object scenes.

Four-Variant Pricing: Standard / Pro / Fast / Fast Pro variants let users trade off between maximum quality and rapid, low-cost generation. The Fast variant reduces batch creation costs by up to 50%.

Limitations

Resolution / Duration vs. Frontier: Hailuo 2.3's 6–10 second clip duration is shorter than Veo 4's 15–30 second range. The model is also not yet documented at 4K resolution.

Geopolitical Considerations: As a Chinese-origin AI video product, Hailuo deployment in U.S. enterprise environments often involves additional review around data handling and compliance. International access is typically through partner APIs rather than direct MiniMax distribution.

Audio Integration: Unlike Kling 2.6 (simultaneous audio-video generation), Hailuo 2.3 is primarily a video generation model — audio integration relies on MiniMax's separate TTS and Music 2.6 stacks rather than single-pass generation.

Variant Quality Stratification: The Fast variant's lower cost comes with quality tradeoffs that matter for high-stakes production use. Users targeting maximum quality must use Standard or Pro tiers, which approach the price point of Western competitors.

Recent Developments

• Spring 2026 Release: Significant improvements over Hailuo 02 in physical action, stylization, and character micro-expressions.
• Four-Variant Lineup: Standard / Pro / Fast / Fast Pro structure with up to 50% cost reduction in batch creation via the Fast variant.
• Hailuo 02 Benchmark Heritage: Hailuo 02's #2 global ranking on Artificial Analysis (above Veo 3 at the time) was a notable validation point for MiniMax's video generation capabilities — Hailuo 2.3 inherits and extends that benchmark position.
• Industry Position: Sits in the "frontier-quality at competitive cost" tier alongside Kling 2.6 (Chinese competitor with audio-visual integration) and below Veo 4 / Runway Gen-4.5 on absolute frontier specs but ahead on cost efficiency.

Last Updated

May 7, 2026