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

# Multi-Model Generation

> Generate images with multiple AI models at once in Open Canva, compare outputs side by side, and pick the best style for your project.

## What is multi-model generation?

Multi-model generation allows you to create images with multiple AI models at the same time using a single prompt. This lets you:

* **Compare results**: See how different models interpret the same prompt
* **Save time**: Generate multiple variations without waiting for each individually
* **Find the best fit**: Discover which model works best for your specific needs
* **Explore options**: Quickly see different artistic interpretations

## How it works

<Steps>
  <Step title="Select multiple models">
    In the model selection interface, choose up to four AI models to run in parallel.

    <Info>
      Each model produces one image; failed models won't block successful ones.
    </Info>
  </Step>

  <Step title="Enter your prompt">
    Write your prompt as you normally would. All selected models will use the same prompt.
  </Step>

  <Step title="Configure settings">
    Pick the shared aspect ratio for the batch and (optionally) attach reference images. All selected models use the same prompt and references.
  </Step>

  <Step title="Generate">
    Click generate. Open Canva will create images with all selected models simultaneously.
  </Step>

  <Step title="Compare results">
    Once generation completes, you’ll see the batch in your session history. Open the batch to flip through each model’s output and download or reuse them as references.
  </Step>
</Steps>

## When to use multi-model generation

### Exploring different styles

Generate the same prompt with multiple models to see different artistic interpretations:

* **Flux**: Photorealistic, detailed
* **Ideogram**: Text-friendly, modern
* **Other models**: Various styles and approaches

### Finding the right model

Use multi-model generation to discover which model works best for your specific use case without generating multiple times sequentially.

### Client presentations

Show clients multiple options at once, demonstrating different approaches to the same concept.

### Learning and experimentation

Compare how different models handle the same prompt to better understand each model's strengths.

## Best practices

<Tip>
  **Start with 2-3 models**: This keeps comparisons clear without overloading the batch.
</Tip>

<Tip>
  **Use clear prompts**: Well-written prompts help all models produce better results.
</Tip>

<Tip>
  **Compare systematically**: Note which models excel at different types of prompts.
</Tip>

<Tip>
  **Consider costs**: Each selected model counts as its own generation and cost line item.
</Tip>

## Comparing results

When you receive multiple results:

1. **Review each image**: Look at quality, detail, and style
2. **Check prompt adherence**: See which models followed your prompt most closely
3. **Evaluate aesthetics**: Determine which style matches your vision
4. **Note strengths**: Identify what each model does well
5. **Save favorites**: Download or save the results you like best

## Tips for better comparisons

<Tip>
  **Use consistent settings**: Keep settings the same across models for fair comparison.
</Tip>

<Tip>
  **Document results**: Take notes on which models work best for different prompt types.
</Tip>

<Tip>
  **Iterate**: If one model produces better results, try variations with that model.
</Tip>

## Limitations

<Warning>
  **Generation time**: Multi-model runs wait for each model to finish; you may see staggered completions.
</Warning>

<Warning>
  **Resource usage**: Each model consumes credits separately.
</Warning>

<Warning>
  **Settings compatibility**: Aspect ratios are validated automatically—if a model cannot support a choice, you’ll be prompted to adjust.
</Warning>

## Use case examples

### Product visualization

Generate product images with multiple models to see different presentation styles:

* Photorealistic (Flux)
* Clean design aesthetic (Ideogram)
* Compare and choose the best fit

### Character design

Create character concepts with different models to explore various art styles:

* Realistic approach
* Stylized approach
* Choose the style that fits your project

### Marketing materials

Generate multiple options for campaigns:

* Different artistic interpretations
* Various compositions
* Select the most effective for your audience

## Related guides

<CardGroup cols={2}>
  <Card title="Model Selection" icon="sliders" href="/image-generation/models">
    Learn about individual models and their strengths.
  </Card>

  <Card title="Writing Prompts" icon="pen-fancy" href="/image-generation/prompts">
    Write prompts that work well across different models.
  </Card>

  <Card title="Dashboard Analytics" icon="chart-bar" href="/dashboard/model-usage">
    Track which models you use most and their success rates.
  </Card>

  <Card title="Best Practices" icon="star" href="/features/best-practices">
    General tips for getting great results.
  </Card>
</CardGroup>