managarten/apps/picture/docs/models

Image Generation Models

This directory contains documentation for all supported image generation models in the Picture app.

Available Models

1. Ideogram V3 Turbo

• Best for: Text rendering, logos, marketing materials
• Speed: Fast (10s)
• Cost: $0.02
• Special: Excellent text generation capabilities

2. Google Imagen 4 Fast

• Best for: Photorealistic images, portraits, product shots
• Speed: Very Fast (8s)
• Cost: $0.03
• Special: Superior photorealism and coherence

3. ByteDance SeeDream 3

• Best for: Creative artwork, style mixing, illustrations
• Speed: Moderate (12s)
• Cost: $0.025
• Special: Excellent artistic versatility

4. FLUX Schnell

• Best for: Rapid prototyping, quick iterations
• Speed: Ultra-fast (4s)
• Cost: $0.01
• Special: Fastest generation time

5. FLUX Krea Dev

• Best for: Creative development, concept art
• Speed: Moderate (15s)
• Cost: $0.04
• Special: Enhanced for creative workflows

6. Recraft V3 SVG

• Best for: Vector graphics, logos, icons
• Speed: Moderate (20s)
• Cost: $0.05
• Special: Generates scalable SVG files

7. Qwen Image

• Best for: Multilingual content, Asian markets
• Speed: Fast (10s)
• Cost: $0.03
• Special: Excellent multilingual support

Quick Comparison

Model	Speed	Quality	Text	Realism	Art	Aspect Ratios	Cost
Ideogram V3 Turbo	⭐⭐⭐⭐	⭐⭐⭐⭐	⭐⭐⭐⭐⭐	⭐⭐⭐	⭐⭐⭐	15 ratios	$0.02
Imagen 4 Fast	⭐⭐⭐⭐⭐	⭐⭐⭐⭐⭐	⭐⭐	⭐⭐⭐⭐⭐	⭐⭐⭐	5 ratios	$0.03
SeeDream 3	⭐⭐⭐	⭐⭐⭐⭐	⭐⭐⭐	⭐⭐⭐	⭐⭐⭐⭐⭐	9 ratios + custom	$0.025
FLUX Schnell	⭐⭐⭐⭐⭐	⭐⭐⭐	⭐⭐	⭐⭐⭐	⭐⭐⭐	11 ratios	$0.01
FLUX Krea Dev	⭐⭐⭐	⭐⭐⭐⭐	⭐⭐⭐	⭐⭐⭐	⭐⭐⭐⭐	11 ratios	$0.04
Recraft V3 SVG	⭐⭐	⭐⭐⭐⭐	⭐⭐⭐⭐	N/A	⭐⭐⭐⭐	16 ratios	$0.05
Qwen Image	⭐⭐⭐⭐	⭐⭐⭐⭐	⭐⭐⭐⭐	⭐⭐⭐⭐	⭐⭐⭐⭐	7 ratios	$0.03

Choosing the Right Model

For Text in Images

Choose Ideogram V3 Turbo - It has the best text rendering capabilities

For Photorealism

Choose Google Imagen 4 Fast - Best for realistic photographs

For Speed

Choose FLUX Schnell - Ultra-fast 4-second generation

For Artistic Work

Choose SeeDream 3 - Most versatile for creative styles

For Logos/Icons

Choose Recraft V3 SVG - Only model that generates scalable vectors

For Multilingual

Choose Qwen Image - Best for non-English prompts

For Budget

Choose FLUX Schnell - Most cost-effective at $0.01

API Integration

All models are integrated through the Replicate API and can be selected via the model picker in the app. Each model has been configured with optimal default parameters while allowing customization of:

• Resolution (width/height)
• Number of inference steps
• Guidance scale
• Negative prompts (where supported)
• Random seed for reproducibility

Model Updates

Models are regularly updated by their providers. Version numbers are tracked in the database to ensure consistency. Check individual model documentation for specific capabilities and limitations.