Transform images into motion-rich clips with Hailuo 2.3's precise control and realistic visuals.
LTX 2 Pro: Advanced Image-to-Video with 4K Motion Control
Generate high-fidelity, cinematic videos from text and image inputs using Lightricks' LTX 2 Pro, featuring up to 2160p resolution and integrated audio generation.
Introduction to LTX 2 Pro
Start from the main model page: [LTX 2 Pro Text-to-Video](https://www.runcomfy.com/models/ltx/ltx-2/pro/text-to-video). LTX 2 Pro Image-to-Video lets you animate images with LTX 2 into cinematic, high-fidelity clips with stable motion and optional synchronized audio - ideal when you prioritize quality over fast text-to-video generation throughput.
Examples of LTX 2 in Action






What this mode does
LTX 2 Pro Image-to-Video (I2V) turns a single reference image plus a prompt into a coherent video. It's built for maximum fidelity: preserve subject identity, add controlled camera/motion, and optionally generate synchronized audio. Use it to animate images with LTX 2 for cinematic results.
Speed profile (Pro)
- Optimized for quality, not raw speed.
- Higher resolutions (1440p-2160p) and 50 FPS increase latency.
- For quick previews, start at 1080p, 6s, 25 FPS; scale up after you lock the look.
- Generation time is typically longer than fast text-to-video generation baselines due to higher step counts and 4K capability.
How Image-to-Video works (I2V mechanism)
- Image conditioning anchors composition and identity from your
image_url. - Your
promptdescribes motion, atmosphere, and camera moves (e.g., "slow dolly in", "pan right"). - The model preserves key visual details from the image while synthesizing temporally consistent motion.
Retake workflow
Use I2V to create a strong first pass, then refine with targeted edits:
1) Generate your base clip here.
2) Send it to Retake to adjust motion intensity, re-time segments, or refine specific regions without starting over: LTX 2 Retake Video
Inputs
image_url(required): JPG/PNG/WEBP/... reference image.prompt(required): Describe subject, motion, environment, and camera.duration: 6 / 8 / 10 seconds.resolution: 1080p / 1440p / 2160p.aspect_ratio: 16:9.fps: 25 or 50.generate_audio: true/false (default true).
Recommended settings
- Cinematic look: 25 FPS, 1080p or 1440p, describe subtle camera motion.
- High action: 50 FPS, 6s duration to maximize coherence.
- Final delivery: 2160p (4K) once creative choices are locked.
Related Playgrounds
Precise prompts, lifelike motion, vivid video quality.
Transform speech into lifelike video avatars with expressive, synced motion.
Cinematic portrait video maker with prompt control and emotion-rich motion
Interpolates start-end frames with refined motion control presets
Cinema-grade AI videos with precise dual-prompt control
Frequently Asked Questions
What does LTX 2 Pro Image-to-Video do?
It animates a single reference image into a coherent video clip guided by your prompt. Use it to animate images with LTX 2 when you need cinematic motion, strong subject preservation, and optional synchronized audio.
Why is an image required for this workflow?
This Pro I2V workflow is image-conditioned. The image_url anchors composition and identity, while the prompt specifies motion and camera. This mechanism yields higher fidelity and stability than text-only inputs.
How fast is Pro Image-to-Video?
Pro prioritizes fidelity over raw speed. Latency increases with resolution (1080p < 1440p < 2160p) and FPS (25 < 50). Expect longer runtimes than fast text-to-video generation baselines, especially at 4K and 50 FPS.
What are the limits for resolution, duration, and aspect ratio?
Resolution up to 2160p (4K), durations of 6/8/10 seconds, aspect ratio fixed at 16:9, and FPS at 25 or 50 to balance motion smoothness and coherence.
How do I iterate or make targeted changes (Retake)?
First generate a solid base clip here, then refine specific regions, motion intensity, or timing in Retake: LTX 2 Retake Video. This avoids starting over and speeds up creative iteration.
Does audio generation work with I2V?
Yes. Set generate_audio=true (default) to receive a video with synchronized ambience and sound effects that match on-screen events.
RunComfy is the premier ComfyUI platform, offering ComfyUI online environment and services, along with ComfyUI workflows featuring stunning visuals. RunComfy also provides AI Models, enabling artists to harness the latest AI tools to create incredible art.
