Astria Dreambooth API vs Runware

Comparing the features of Astria Dreambooth API to Runware

Feature
Astria Dreambooth API
Runware

Capability Features

Advanced Orchestration
RedundancyAutoscalingGPU auto-allocationParallel pipeline processing
AI Headshot Generation
API Documentation
Artistic Style Transfer
Auto-scaling Infrastructure
Batch Prompt Processing
Bring Your Own Model
Custom API Key
Custom Hardware
Custom Model Fine-Tuning
Developer API
Face Correction
FaceID-like Alternative
Generative Filters
Image Editing
Background RemovalInpaintingOutpaintingUpscaling
Image Generation
Custom avatarsConcept designCreative stylingArchitectureProduct designPersonalized assets
Image Upscale Factor
4
Image Upscaler
Inference Speed
FLUX.S: 0.6sFLUX.D: 2.0sSD1.5: 0.8sSDXL: 4.0s
Interior Design Generation
Lower Fidelity Option
Mobile App Embedding
Model Library
Model Library Size
312862
Model Types Supported
CheckpointsLoRAsControlNetStable DiffusionCustom Models
Multiple Fine-Tuning Types
CheckpointLoRAs
No Additional Licensing
No DevOps Required
No Local Hardware Needed
No ML Expertise Required
No Queues
Number of Results
4
Open Source Model
Open-Source Components
Parallel Requests
Pet Image Generation
Playground GUI
Product Shots
Production Ready
Single API Call Fine-tuning
Stable Diffusion Pipeline Access
Studio Quality Photoshoots
Supported Tasks
Image GenerationVideo GenerationImage UpscaleBackground RemovalImage CaptioningInpaintingOutpainting
Virtual Clothes Try-on

Integration Features

API Types
REST APIWebsockets
CivitAI Model Integration
Image Format Support
Images as input/output
JSON API Payload
Programming Language Support
JavaScriptPython
Supported Base Models
FluxStable Diffusion 1.5Stable Diffusion XL
Supported Output Formats
pngjpg

Limitation Features

No Editing Tools
No Explicit File Format Support Listed
No Mention of Monthly Plans
No Pricing Information

Other Features

Renewable Energy Powered

Pricing Features

Free Image Generations
1000
Free Tier
Lowest Pricing
$0.0006/image