LTX 2.5 Pro Image to Video Prompt Generator
Upload a reference frame and build an image-to-video prompt specifically for LTX 2.5 Pro, with identity locks, motion planning, camera direction and continuity safeguards.
Your image-to-video plan will appear here
GenVideoKit will analyze the visible starting state, detect instruction/reference conflicts, isolate what should stay consistent and build three model-ready prompt variants.
Image motion plan
Prompt
Negative / stability instructions
Continue this reference into a full project
Expand this shot into a multi-scene storyboard or estimate the cost of a single-shot project.
LTX 2.5 Pro image-to-video prompting
Quality-focused LTX 2.5 audio-video generation with synchronized audio, first/last-frame control, native multi-shot scenes and up to 4K output.
Model-specific direction: Use concise cinematic production language with explicit action, camera motion, timing and continuity. For audio-driven or video-to-video workflows, describe synchronization, beat/action cues and what should be preserved from the source.
This landing uses the same vision workflow as the general tool, but starts with LTX 2.5 Pro selected.
What this page is meant to answer
Use this page when a reference image is the source of truth and you want to animate that image with LTX 2.5 Pro without unnecessarily redescribing or changing it.
Scope boundary: This page is narrower than the general model prompt generator: it assumes an image already defines appearance and composition.