> ## Documentation Index
> Fetch the complete documentation index at: https://docs.automatstudio.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Image-to-Image

> Edit and refine single images with AI-powered transformations

Image-to-Image models transform and edit single images based on text prompts. In Automat Studio, these models enable quick edits to character portraits, location images, and shot frames without starting from scratch.

<Note>
  These models are used for editing and refining individual images across Character Studio, Location Studio, and Shot Studio.
</Note>

## When to Use

* **Quick Edits** — Make targeted changes to existing images (clothing, lighting, details)
* **Style Adjustments** — Modify the visual style or mood of an image
* **Detail Refinement** — Enhance or correct specific areas of generated images
* **Iterative Improvement** — Build on successful generations with targeted edits

## Recommended Models

These models consistently deliver the best results for image editing:

### Google Nano Banana 2

* **Credits:** 14
* **Rating:** ⭐⭐⭐⭐⭐ (5/5)
* **Provider:** Google
* **Avg. Duration:** \~18 seconds
* **Best for:** Premium quality image editing with exceptional detail (Default model)

### Bytedance Seedream V5 Lite Edit

* **Credits:** 8
* **Rating:** ⭐⭐⭐⭐⭐ (5/5)
* **Provider:** fal.ai
* **Best for:** Cost-effective, high-quality edits

### Google Nano Banana Pro

* **Credits:** 28
* **Rating:** ⭐⭐⭐⭐⭐ (5/5)
* **Provider:** Google
* **Avg. Duration:** \~16 seconds
* **Best for:** Premium quality edits with exceptional detail

### Kling 3.0 Image

* **Credits:** 6
* **Rating:** ⭐⭐⭐⭐⭐ (5/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~53 seconds
* **Best for:** High-quality, affordable editing

### OpenAI GPT Image 1

* **Credits:** 52
* **Rating:** ⭐⭐⭐⭐⭐ (5/5)
* **Provider:** OpenAI
* **Avg. Duration:** \~91 seconds
* **Best for:** Complex edits requiring detailed prompt comprehension

### OpenAI GPT Image 1.5

* **Credits:** 42
* **Rating:** ⭐⭐⭐⭐⭐ (5/5)
* **Provider:** OpenAI
* **Avg. Duration:** \~62 seconds
* **Best for:** Strong prompt understanding with accurate edits

### OpenAI GPT Image 2

* **Credits:** 36
* **Rating:** ⭐⭐⭐⭐⭐ (5/5)
* **Provider:** OpenAI
* **Avg. Duration:** \~165 seconds
* **Best for:** The latest GPT Image model for demanding edits

### Seedream 4.5

* **Credits:** 8
* **Rating:** ⭐⭐⭐⭐⭐ (5/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~30 seconds
* **Best for:** High-quality edits with excellent detail preservation

### FLUX.2 \[max]

* **Credits:** 14
* **Rating:** ⭐⭐⭐⭐ (4/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~35 seconds
* **Best for:** Higher quality FLUX editing for demanding edits

### FLUX.2 \[pro]

* **Credits:** 6
* **Rating:** ⭐⭐⭐⭐ (4/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~16 seconds
* **Best for:** Fast, cost-effective editing with good quality

### Google Nano Banana

* **Credits:** 8
* **Rating:** ⭐⭐⭐⭐ (4/5)
* **Provider:** Google
* **Avg. Duration:** \~17 seconds
* **Best for:** Fast, high-quality edits at low cost

## Supported Models

These models are available but may have varying quality or processing times:

### FLUX.1 Kontext \[max]

* **Credits:** 16
* **Rating:** ⭐⭐⭐ (3/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~16 seconds
* **Use when:** Context-aware editing is important

### Reve

* **Credits:** 8
* **Rating:** ⭐⭐⭐ (3/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~27 seconds
* **Use when:** Creative reinterpretations are desired

### ByteDance Seedream 4.0

* **Credits:** 6
* **Rating:** ⭐⭐ (2/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~17 seconds
* **Use when:** Budget-friendly alternative needed

### Qwen Image Edit

* **Credits:** 6
* **Rating:** ⭐⭐ (2/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~17 seconds
* **Use when:** Exploring alternative editing approaches

### Reve Fast

* **Credits:** 2
* **Rating:** ⭐⭐ (2/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~12 seconds
* **Use when:** Fastest possible editing is needed

### FLUX.1 Kontext \[pro]

* **Credits:** 8
* **Rating:** ⭐ (1/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~10 seconds
* **Use when:** Fast context-aware editing needed

### FLUX.2 \[dev]

* **Credits:** 6
* **Rating:** ⭐ (1/5)
* **Provider:** fal.ai
* **Avg. Duration:** \~11 seconds
* **Use when:** Experimenting with FLUX editing

## Tips for Best Results

1. **Be Specific** — Clearly describe what you want to change and what should stay the same
2. **Start Small** — Make targeted edits rather than trying to change everything at once
3. **Preserve Context** — Mention elements you want to keep unchanged in your prompt
4. **Iterate** — Build on successful edits with additional refinements
5. **Match Style** — Ensure edits align with your project's aesthetic

***

<CardGroup cols={2}>
  <Card title="Character Studio" icon="users" href="/tutorial/character-studio">
    Edit character images in Character Studio
  </Card>

  <Card title="Location Studio" icon="location-dot" href="/tutorial/location-studio">
    Refine location images in Location Studio
  </Card>
</CardGroup>