MODEL GUIDE
AI Image Models Compared: Which Model Should You Use?
There is no universally best image model. Each model balances speed, cost, visual character, instruction following, and editing strength differently. The useful question is not ‘Which one wins?’ but ‘Which one fits this creative job?’
Start with the job, not the leaderboard
For a quick idea exploration, a fast, lower-cost model is often right. For a product visual, you may value clean edges and predictable rendering. For a design with readable copy or a layout that needs precise directions, instruction following matters more than raw atmosphere.
FindImagePrompt keeps a focused set of models so that choosing stays practical. Use the descriptions below as a starting point, then compare outputs with the same prompt when a project has a high visual bar.
Nano Banana: a flexible default
Nano Banana 2 Lite is the fast everyday option on FindImagePrompt. It is a strong place to start when you want to test a prompt, explore a concept, or generate several directions before investing in a more specialized model.
Nano Banana 2 is useful when generation and editing need more polish. Nano Banana Pro is the choice for complex layouts and cases where precise text rendering is especially important.
FLUX: from quick exploration to premium production
FLUX.2 Klein is designed for fast, cost-conscious exploration. Use it to pressure-test an idea, discover compositions, or create a larger set of variations without overcommitting to a single direction.
FLUX.2 Pro is a dependable step up for production-quality images, while FLUX.2 Max is the top-quality FLUX option in the current lineup. They are good choices when you want a natural, descriptive prompt and a reliable visual finish.
Recraft and Seedream: specialized creative workflows
Recraft Utility is aimed at clean product and e-commerce visuals. Choose it when the object needs to read clearly and the result should feel controlled, polished, and commercially usable.
Seedream 5 Pro is a strong option for imaginative compositions and multi-image workflows. It is useful when the brief has several visual ingredients or when you want to push an idea into a more expressive direction.
GPT Image: clear instructions, text, and edits
GPT Image 2 is especially useful when an image depends on faithfully following detailed instructions, preserving a requested change, or rendering visible text. It is a strong choice for design tasks where the image needs to communicate something exact rather than merely evoke a mood.
Be explicit with it. State the text that must appear, the parts of the image that must remain unchanged, and the imperfections worth keeping. Direct, literal language helps turn a complex request into an editable result.
A simple way to choose
Use this decision rule for your first pass. Then keep the prompt constant and compare two models when the difference will affect a real deliverable.
- Need a fast first draft? Start with Nano Banana 2 Lite or FLUX.2 Klein.
- Need a clean product or e-commerce image? Try Recraft Utility.
- Need a dependable polished image? Try FLUX.2 Pro or Nano Banana 2.
- Need the strongest FLUX finish? Choose FLUX.2 Max.
- Need complex composition, exact text, or careful editing? Choose Nano Banana Pro or GPT Image 2.
- Need more expressive, multi-image creative exploration? Try Seedream 5 Pro.