Text-to-Video (T2V) vs Image-to-Video (I2V) Prompting Guide
The single most crucial decision in AI filmmaking is choosing between generating from scratch (T2V) or anchoring to an initial high-fidelity still (I2V). Learn the "Delta Prompting" rule, avoid visual prompt collision, and master both pipelines across Sora, Kling, Runway, and Wan 2.1.
Text-to-Video prompts describe Genesis (what the world looks like, who is in it, and what happens).Image-to-Video prompts describe Transformation (only what moves, how the camera travels, and physical velocity). Describing static scene appearance in an I2V prompt causes prompt collision, forcing the AI model to fight the reference image and producing severe warping.
The Production Decision Matrix: When to Use T2V vs I2V
| Creative Use Case | Recommended Pipeline | Why It Wins | Key Prompt Focus |
|---|---|---|---|
| Consistent Characters & Faces | Image-to-Video (I2V) | Pre-rendered Midjourney/Flux still locks 100% facial features and clothing. | Eye micro-blinks, hair sway, slow push-in |
| Commercial Product Reveals | Image-to-Video (I2V) | Guarantees exact brand logo geometry, bottle facets, and packaging labels. | 360° orbit, light ray reflections, condensation |
| High-Speed FPV Drone Dives | Text-to-Video (T2V) | High velocity motion breaks I2V pixel anchors; T2V allows unrestrained temporal flow. | Vertical dive rate, 180° roll, ground speed |
| Multi-Scene Narrative Storyboarding | Image-to-Video (I2V) | Allows director to curate every shot composition before spending video compute. | Shot transition continuity, camera angle change |
| Surreal Fluid Transformations | Text-to-Video (T2V) | T2V excels when objects must completely melt, morph, or materialize from nothing. | Phase transition velocity, fluid viscosity |
Side-by-Side Comparison: The Exact Same Scene Written for T2V vs I2V
Must describe the subject, environment, lighting, and camera from scratch:
Assumes image is provided; describes ONLY motion kinematics & camera vectors:
The Professional Midjourney/Flux → I2V Workflow
Generate 4K image with Midjourney v6.1 or Flux. Lock lighting, framing, and wardrobe until you achieve a 10/10 composition.
Inpaint any distorted fingers or blurred eyes in the image before animating. I2V models amplify still imperfections.
Use our I2V Motion Studio to generate exact camera trajectories and motion speed tags for Kling 2.0 or Runway.
Pair your generated clip with our Sound Design Prompts for synchronous Foley effects and room tone.