Introducing Kuaishou Kling Image O1 on WaveSpeedAI

Introducing Kling Omni Image O1: Kuaishou’s Revolutionary Multi-Reference Image Generation Model

The AI image generation landscape just witnessed a significant leap forward. Kuaishou Technology, the powerhouse behind the rapidly growing Kling AI ecosystem, has unveiled Kling Omni Image O1—a groundbreaking multi-modal image generation model that fundamentally changes how creators maintain visual consistency across their projects. Now available on WaveSpeedAI, this model brings enterprise-grade creative control to developers and creators worldwide.

What is Kling Omni Image O1?

Kling Omni Image O1 represents Kuaishou’s latest advancement in the Kling AI family, which has already attracted over 6 million users and generated more than 175 million images. Built on the innovative Multimodal Visual Language (MVL) framework, this model uniquely combines natural language understanding with multi-reference image processing, allowing it to interpret and execute complex creative instructions with remarkable precision.

Unlike traditional image generation models that struggle with consistency across outputs, Kling Omni Image O1 was engineered specifically to solve one of AI’s most persistent challenges: maintaining subject identity and visual coherence across multiple generations. The model processes text, images, and subject references within a unified semantic understanding space, acting as what industry observers describe as having a “director-like memory” for characters, props, and visual elements.

Key Features That Set It Apart

Multi-Reference Support with Up to 10 Images

Upload anywhere from 1 to 10 reference images simultaneously, and Kling Omni Image O1 will intelligently extract and preserve key features across all your generations. This capability is particularly powerful for character design, where providing multiple angles and expressions results in dramatically better feature extraction.

High Feature Retention

The model excels at keeping subject elements stable and consistent—preserving outlines, core elements, color tones, and lighting characteristics that define your subjects. This addresses a fundamental weakness in current AI systems, where maintaining subject consistency has traditionally been fragile at best.

Precision Detail Editing

Make professional-grade modifications without professional skills:

Add new elements that blend naturally with existing imagery
Remove unwanted objects cleanly without artifacts
Modify specific details while maintaining original style and texture

Accurate Style Control

Whether you’re building a brand visual system or creating a comic series, Kling Omni Image O1 maintains a consistent visual language and aesthetic tone across all outputs. This consistency extends to cross-image style coherence—a critical requirement for any commercial or narrative project.

Rich Creative Imagination

Generate creative variations and new scenarios while preserving subject identity. Place your characters in new environments, create different poses, or explore creative interpretations—all while keeping the essence of your original subjects intact.

Real-World Use Cases

IP Character Design & Development

Create consistent character series for games, animations, or brand mascots. The multi-reference capability ensures your characters maintain their unique features whether they’re shown from different angles, in various emotions, or across different scenes.

Comic and Manga Creation

Maintain character identity across panels and pages—one of the most time-consuming challenges in sequential art. Feed the model reference images of your characters and generate new panels where they remain recognizably themselves.

Brand Merchandise & Product Lines

Generate unified product imagery with consistent branding elements. From packaging variations to promotional materials, ensure your visual identity remains cohesive across all outputs.

Professional Image Editing at Scale

For agencies and content teams, Kling Omni Image O1 enables rapid iteration on creative concepts. Make precise adjustments without starting from scratch, and maintain client-approved visual standards across large campaigns.

Visual Storytelling & Content Series

Create cohesive visual narratives for social media, marketing campaigns, or editorial content. The model’s ability to remember and apply consistent styling makes it ideal for serialized content production.

Getting Started on WaveSpeedAI

Accessing Kling Omni Image O1 through WaveSpeedAI delivers several advantages that matter for production workflows:

No Cold Starts: Your API requests execute immediately without waiting for model initialization—critical for real-time applications and user-facing products.

Fast Inference: WaveSpeedAI’s optimized infrastructure ensures rapid generation times, keeping your creative workflows fluid and responsive.

Affordable Pricing: At just $0.028 per run, Kling Omni Image O1 offers enterprise-grade capabilities at a fraction of traditional costs, making it accessible for projects of any scale.

Simple REST API Integration: Get started quickly with a straightforward API that fits into your existing development stack without complex setup.

Quick Start Workflow

Prepare Your References: Gather 1-10 high-resolution images of your subject. Include multiple angles and expressions for optimal feature extraction.
Craft Your Prompt: Describe your desired output clearly. For example: “The character wearing a winter coat, standing in a snowy forest, same art style and proportions”
Configure Parameters: Select your preferred resolution and output format based on your use case.
Generate: Submit your request and receive images with consistent subject features in seconds.

Pro Tips for Best Results

Use multiple angles of the same subject for more comprehensive feature extraction
Provide high-resolution, well-lit reference images for cleaner results
Be explicit about style elements you want to maintain in your prompts
For character series, include various expressions and poses in your reference set

The Bigger Picture

Kling Omni Image O1 arrives at a pivotal moment in AI image generation. Kuaishou’s Kling AI business has demonstrated remarkable commercial traction, generating over 300 million yuan ($42 million) in Q3 2025 alone. This commercial success reflects genuine utility—creators and enterprises are finding real value in tools that solve practical creative challenges.

The model’s MVL architecture represents a fundamental shift from single-input, single-output generation toward truly multimodal creative systems. By unifying text, image, and subject understanding into a coherent framework, Kling Omni Image O1 points toward a future where AI creative tools function more like collaborative partners than isolated utilities.

Start Creating Today

Kling Omni Image O1 is available now on WaveSpeedAI, ready to transform your creative workflows with consistent, high-quality image generation.

Whether you’re an indie game developer building out a character roster, a marketing team producing serialized content, or an enterprise integrating AI image generation into your product—Kling Omni Image O1 delivers the consistency and control that professional work demands.

Try Kling Omni Image O1 on WaveSpeedAI →

Experience fast inference, zero cold starts, and the creative freedom that comes from a model that truly understands visual consistency.