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๐Ÿ“– ArticlesApril 8, 2026ยท 6 min read
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Text-to-Image vs Image-to-Image: Choosing the Right Workflow

Understanding the difference between generating from text and modifying an existing image โ€” and when each approach delivers better results.

ImageWorkflowBeginnerGuide

Text-to-Image (T2I)

Pure T2I models generate an image entirely from your text prompt. They offer the most creative freedom but require more detailed prompting to achieve consistent results. Best for: concept art, backgrounds, illustrations, product mockups without a reference.

Best models: Flux Schnell, Flux Dev, Recraft V4 Pro, GPT Image 2, Imagen 4 Ultra

Image-to-Image (I2I)

I2I models take a source image and modify it according to your text instructions. They preserve structural elements from your input, making them ideal for editing, style transfer, and iterative refinement.

Best models: Flux Kontext Pro, Nano Banana Pro, Recraft V3

Decision Guide

  • Creating something from imagination โ†’ T2I
  • Have a reference photo to modify โ†’ I2I
  • Want to change background only โ†’ I2I with Kontext
  • Need a specific art style โ†’ T2I with style keywords or I2I
  • Upscaling or enhancing โ†’ I2I (Creative Upscaler or CodeFormer)
โ†’ Try Both Workflows in Studio

Related

Ready to put this into practice?

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