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LTX 2 Pro: Text-to-Video 4K, Audio Sync, Pro Control | RunComfy

ltx/ltx-2/pro/text-to-video

Generate high-fidelity, cinematic videos from text and image inputs using Lightricks' LTX 2 Pro, featuring up to 2160p resolution and integrated audio generation.

Duration of the generated video in seconds.
Resolution of the generated video.
Aspect ratio of the generated video.
Frames per second of the generated video.
Whether to generate audio for the generated video.
Idle
The rate is $0.06 per second for 1080p, $0.12 per second for 1440p, and $0.24 per second for 2160p.

Introduction to LTX 2 Pro

LTX 2 Pro is the flagship text-to-video generation model by Lightricks, designed to deliver cinematic high-resolution video clips with synchronized audio for professional creators and production teams. For developers, LTX 2 Pro on RunComfy can be used both in the browser and via an HTTP API, so you don’t need to host or scale the model yourself.

Model overview#


Provider#

Lightricks


Task#

High-fidelity text-to-video generation with image conditioning


Architecture#

Advanced Diffusion Transformer (DiT) optimized for temporal consistency and photorealism


Resolution#

Supports high-definition outputs up to 2160p (4K)


Key strengths#

  • Cinematic Quality: Produces broadcast-ready video with realistic lighting and motion.
  • Audio Integration: Native capabilities to generate synchronized audio alongside video.
  • High Frame Rates: Supports smooth motion up to 50 FPS.
  • Precise Control: Utilizes both text prompts and input images for granular control over the generated scene.

LTX 2 represents the next evolution in generative video technology. It excels at understanding complex prompt instructions and maintaining subject consistency across frames. The "Pro" variant on RunComfy is tuned for maximum quality and detail, making it ideal for final production assets.


Capabilities and Variants#

RunComfy hosts the full suite of LTX 2 capabilities. While this page features the Pro Text-to-Video workflow, you can explore other specialized modes:

  • For animating static images into video, use LTX 2 Pro Image-to-Video.
  • For faster iteration and lower latency, try LTX 2 Fast Text-to-Video or LTX 2 Fast Image-to-Video.
  • To refine and edit existing clips, use LTX 2 Retake Video.

How LTX 2 runs on RunComfy#


On RunComfy, LTX 2 is hosted as a managed ComfyUI graph and exposed in three complementary ways:


Playground UI#

Input your text prompt, upload a reference image, adjust resolution and FPS, and generate videos directly in your browser.

Ideal for verifying prompts and testing different aesthetic styles before scaling up.


Workflow API#

From the playground or workflow view, you can deploy the model as an API and call it from your own apps or services.

This provides a private, production-ready endpoint matching the exact configuration of the Pro model.


In all cases, inference runs on RunComfy’s high-performance cloud GPUs—no local hardware, drivers, or downloads needed.


Input parameters#


The LTX 2 Pro interface accepts specific parameters to control the video generation process.


Core Inputs#


The image_url is a required string parameter (accepting formats like JPG, PNG, or WEBP) that serves as the initial image to condition the video generation, acting as the starting frame or style reference. The prompt is also a required string parameter used to provide a narrative description of the video content, movement, and atmosphere. Additionally, the generate_audio boolean parameter (true or false) determines whether to automatically generate sound effects and ambience matching the video content.


Video Settings#


The resolution string parameter defines the output quality with options for 1080p, 1440p, or 2160p; higher resolutions take longer but provide clearer details. The duration integer sets the length of the video in seconds, with typical values of 6, 8, or 10. You can control the frame rate via the fps integer, choosing 25 for a cinematic look or 50 for smoother motion. Finally, the aspect_ratio string determines the dimensions of the generated video, which is currently optimized for widescreen 16:9.


Recommended settings#


Cinematic Scenes#

For movie-like results, use 25 FPS, 1080p or 1440p, and enable generate_audio. Ensure your prompt describes camera movement (e.g., "slow dolly in", "pan right") to guide the motion effectively.


High-Motion Action#

For sports or fast-paced scenes, increase to 50 FPS to reduce motion blur. Use a shorter duration (6s) to maintain coherence during rapid movement.


High-Fidelity Production#

Select 2160p (4K) resolution. Note that generation time will increase, but the output will be suitable for large-screen viewing.


Output quality and performance#


LTX 2 Pro is optimized for quality over raw speed.


On RunComfy, expect:#

  • Resolution: Crystal clear outputs up to 4K.
  • Coherence: Excellent temporal stability with minimal flickering or morphing artifacts.
  • Audio: Surprisingly accurate soundscapes that align with visual cues (e.g., city noise, footsteps).

Recommended use cases#


LTX 2 Pro excels where visual fidelity is paramount:


Marketing & Advertising#

Create high-resolution B-roll, product reveals, and social media ads that require a polished, professional look.


Content Creation#

Generate background scenes, visualizers for music, or narrative clips for YouTube and short-form content.


Pre-visualization#

Filmmakers can use the Pro model to storyboard complex scenes with high accuracy before shooting.


How LTX 2 Pro compares to other models#


LTX 2 Pro vs LTX 2 Fast#

  • Pro: Focuses on maximum resolution (up to 4K), higher step counts, and detail retention. Best for final exports.
  • Fast: Optimized for speed and lower latency. Best for rapid prototyping or real-time applications. Check out the Fast variant here.

LTX 2 vs Competitors#

Compared to older diffusion video models, LTX 2 offers superior prompt adherence and native audio generation, reducing the need for external sound effect tools.


Official resources and ecosystem#


Official LTX Video Code#

https://github.com/Lightricks/LTX-Video


Hugging Face Model Card#

https://huggingface.co/Lightricks/LTX-Video


License and commercial usage#


LTX 2 (LTX Video) is generally available under the OpenRAIL-++ license (or specific terms set by Lightricks). Users are responsible for ensuring their generated content complies with the license terms, particularly regarding commercial applications.


Disclaimer: This summary is for informational purposes. Please consult the official Lightricks documentation for the most up-to-date licensing information.

Related Models

veo-3-1/fast/extend-video

Streamline video refinements with seamless scene continuity for creators.

hailuo-2-3/fast/pro/image-to-video

Enhanced 1080p image motion conversion for expressive, fluid video creation

veo-3/fast/text-to-video

Create fast, audio-enhanced visuals from text prompts

wan-2-2/fun-inpaint

Interpolates start-end frames with refined motion control presets

kling-2-6/pro/image-to-video

Turns static visuals into cinematic motion with synced audio and natural camera flow

wan-2-2/fun-camera

Create smooth motion clips from stills with custom camera moves.

Frequently Asked Questions

What is the LTX 2 model and how does it differ from previous video generation models?

LTX 2 is a next-generation open-source video foundation model built by Lightricks. Unlike older U-Net based models, LTX 2 utilizes a Latent DiT (Diffusion Transformer) architecture. This allows it to process complex semantic prompts more effectively, resulting in higher fidelity, better motion coherence, and fewer artifacts in text-to-video generation.

Can I use LTX 2 generated videos for commercial projects?

Yes. LTX 2 is released under an open permissive license. When you generate videos using RunComfy's LTX 2 Pro Text-to-Video playground or API, you own the commercial rights to the output, making it suitable for advertising, film production, and social media content.

How can developers integrate LTX 2 Text-to-Video into their applications?

RunComfy offers a production-ready Serverless API for LTX 2. Developers can access the Pro Text-to-Video endpoint to generate high-quality videos without managing GPU infrastructure. The API supports scalable concurrency and provides predictable pricing based on generation time.

What is the best way to write prompts for LTX 2 Pro?

For optimal results with LTX 2, use a structured prompting method: Subject + Action + Environment + Camera Movement + Style. For example: "A cyberpunk robot (Subject) walking through rain (Action) in a neon-lit alley (Environment), slow pan up (Camera), cinematic 4k (Style)."

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Examples of LTX 2 in Action

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