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Model names are not a strategy. The right choice depends on the output type, source materials, control needs, and budget.
Start with the task: new image, image editing, text-to-video, image-to-video, video editing, avatar, voiceover, or music.
Then decide what must stay stable: a face, product, style, movement, voice, or exact source video. That usually narrows the model choice quickly.
What you need
- A clear output goal and any source materials you need to preserve.
Step by step
- 1
Define the output type
Image, video, voice, music, avatar, or edit.
- 2
Check the source material
Decide whether you need to preserve a face, object, brand, frame, or audio.
- 3
Choose the main criterion
Speed, realism, motion control, reference strength, sound, or price.
- 4
Run a small test
Use a short duration or simple prompt before spending on a larger video.
- 5
Compare two models
Run the same prompt through another model to see the difference clearly.
Quick task map
- New image
- Use an image generation model when you need a fresh frame from a prompt.
- Image edit
- Use an editing model when an existing product, face, or composition must remain recognizable.
- Video from text
- Use a video model when the scene can be created from description.
- Video from image
- Use image-to-video when the first frame or object identity matters.
FAQ
Should I always choose the newest model?
No. The newest model may not be the best for your source material or control needs.
What is the safest test?
A short generation with one clear prompt and one clear success criterion.
