Why it matters
Seeds can help reproduce or explore related outputs when supported.
AI Workflow AI-Native Workflow Advanced
Seed
A repeatability value that can influence generated variation.
When to use
- Testing
- Variations
- Repeatable renders
- Prompt tuning
Human shoot hint
Save seed, prompt, model, and reference data together for repeatability.
AI prompt template
cinematic [subject], controlled seed variation, same composition and style, [duration]
Preview prompts
previewVideoUrl: null
seed-controlled variation of [subject], same style, 3 seconds
Common mistakes
- Assuming seed guarantees identical video
- Not saving model version