Astria Dreambooth API vs Pebblely

Comparing the features of Astria Dreambooth API to Pebblely

Feature
Astria Dreambooth API
Pebblely

Capability Features

AI Generated Backgrounds
AI Headshot Generation
API Bulk Generation Limit
200000
API Documentation
Artistic Style Transfer
Auto-scaling Infrastructure
Autoresize Feature
Background Remover
Batch Prompt Processing
Brand Color Matching
Bulk Image Generation
Bulk Logo/Badge Addition
Custom Model Fine-Tuning
Developer API
Face Correction
FaceID-like Alternative
Generate+ Pipeline
Generative Filters
Image Extension
Image Upscaler
Input by Description
Interior Design Generation
Lower Fidelity Option
Marketing Asset Generation
Marketplace listing photosSocial media contentWebsite imageryEmail bannersAd creatives
Max Image Resolution
2048×2048
Mobile App Embedding
Model Library
Multi-layer Editing
Multiple Fine-Tuning Types
CheckpointLoRAs
Multiple Products Per Image
No Additional Licensing
No DevOps Required
No Photoshop Required
No Queues
Object Removal
Open Source Model
Open-Source Components
Pet Image Generation
Playground GUI
Product Category Support
SkincareBeautySoapCandleFurnitureJewelryNecklacePet ProductsWatchesBeverage
Product Manipulation
Product Shots
Reference Image Input
Reuse Backgrounds
Single API Call Fine-tuning
Studio Quality Photoshoots
Templates Library
100
Theme Selection
40+ Themes
Virtual Clothes Try-on

Integration Features

API Access
Image Format Support
Images as input/output
Marketplace Compatibility
All marketplacesAll platformsAll channels
Supported API Inputs
Base64 imageImage URLThemeDescriptionHex colorReference imageNegative attributesGenerate plusTransformsAutoresizeHeightWidth
Supported Base Models
FluxStable Diffusion 1.5Stable Diffusion XL

Limitation Features

Max Bulk Generation via App
25
Max Image Upload Size
2048
No Pricing Information

Pricing Features

API Free Credits
Free Tier
Monthly Free Credits
40