June 15, 2026

How to choose an AI model for a task

A practical way to choose between image, video, avatar, voice, and editing models based on the job, not the model name.

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.

On this page

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.

A clear output goal and any source materials you need to preserve.

Image, video, voice, music, avatar, or edit.

Decide whether you need to preserve a face, object, brand, frame, or audio.

Speed, realism, motion control, reference strength, sound, or price.

Use a short duration or simple prompt before spending on a larger video.

Run the same prompt through another model to see the difference clearly.

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.

Result

You get a model choice based on the task, not guesswork.