AI model decision lab
Pick the right AI model for every prompt.
Model Prompt Lab compares the leading image and video models — capabilities, input modes, parameters, and the right generation path — so you choose with confidence instead of guessing.
Decide which AI model fits your prompt, image, or video.
Controlled comparisons
Same prompt, different model
GPT Image 2 vs Nano Banana Pro
Choose GPT Image 2 for posters, packaging, typography, and strict composition. Choose Nano Banana Pro for realistic people, food, travel, and rapid variants.
Seedance 2.5 vs Seedance 2.0
Choose Seedance 2.5 for final cinematic shots and stronger camera control. Choose Seedance 2.0 for drafts, batches, and cost-sensitive social clips.
Workflow education
Choose by input mode
Text-to-image workflow
Start from a written brief and choose the image model that matches typography, realism, speed, and composition needs.
Image-to-image workflow
Use a reference image to preserve a product, subject, or composition while changing its style, setting, or campaign format.
Image-to-video workflow
Turn a strong reference frame into a short clip by separating camera movement from subject movement.
Model catalog
Featured models
GPT Image 2
OpenAI
Best-in-class text rendering and compositional control
GPT Image 2 is the strongest choice when a prompt needs legible text, precise layout, product mockups, or reference-image adaptation. It follows multi-part prompts closely and keeps source and reuse checks visible.
Nano Banana Pro
Fast, natural photorealism with strong scene understanding
Nano Banana Pro is the go-to when you want natural photographic output and fast turnaround. It handles realistic people, food, landscapes, and lifestyle scenes with minimal prompt friction.
Seedance 2.5
ByteDance
Cinematic image-to-video with fluid, natural motion
Seedance 2.5 turns a still image (or a text brief) into a short cinematic video clip with smooth, physically plausible motion. It is the strongest pick when you want quality motion from a reference frame.
Seedance 2.0
ByteDance
Faster, lighter image-to-video for quick clips
Seedance 2.0 is the lighter, faster sibling for short image-to-video clips where speed and cost matter more than top-tier cinematic polish. Good for high-volume social content.
Need legible text or layout control?
Posters, packaging, merch, editorial — GPT Image 2 renders in-image text most reliably.
Want natural, fast photography?
People, food, lifestyle, outdoor — Nano Banana Pro delivers realistic results quickly.
Turning a still into video?
Cinematic motion — Seedance 2.5. Fast, light clips — Seedance 2.0.
Frequently asked questions
What is Model Prompt Lab for?
Model Prompt Lab is a model decision site: it helps you choose which AI image or video model fits a given prompt, reference image, or generation goal, then routes you to the right Dovoo workflow.
Which model should I use for posters with text?
GPT Image 2 is the strongest pick when the image needs legible in-image text, titles, or packaging copy.
Which model is best for realistic photography?
Nano Banana Pro excels at natural photorealism for people, food, lifestyle, and outdoor scenes, and is faster to iterate.
How do I turn a still image into a video?
Use Seedance 2.5 for cinematic image-to-video with strong camera control, or Seedance 2.0 for faster, lighter short clips.
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