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Tools · Comparison

Astria vs Pebblely vs Stable Diffusion

All three are image generation tools. Here is what separates them.

AstriaPebblelyStable Diffusion
What it isAstria creates ecommerce visuals and headshot products with AI image production tools.Boring product photos? Pebblely helps you create beautiful photos in seconds with AIStability AI is the enterprise-ready creative partner for teams and creators, delivering professional-grade generative AI tools and solutions for content production at scale.
CategoryImage GenerationImage GenerationImage Generation
PricingPaidPaid · $9 - $39/moFree · Free (self-hosted)
How it billsNot publishedFlat monthlyFree
Free tierNoNoYes
RatingNot yet ratedNot yet rated4.4 from 5,200 reviews
Features——
  • Open-source model
  • Local execution
  • LoRA fine-tuning
  • ControlNet support
  • ComfyUI workflows
  • Inpainting & outpainting
  • Model merging
  • Community models
What works
  • Sits in Image Generation, one of the better-covered categories here — easy to compare
  • Publishes its price openly — $9 - $39/mo
  • Sits in Image Generation, one of the better-covered categories here — easy to compare
  • Completely free to use
  • Full customization
  • No content restrictions
  • Large community
  • Runs locally
What does not
  • No free tier — it has to be paid for before it can be tried
  • Does not publish a price on its own site, so the cost is only clear after signing up
  • 133 other tools in this catalogue claim to do the same job
  • 48 tools in the same category have a free tier
  • No free tier — it has to be paid for before it can be tried
  • 133 other tools in this catalogue claim to do the same job
  • 48 tools in the same category have a free tier
  • The vendor describes it only briefly, so what it does is not fully clear from their own site
  • Requires GPU hardware
  • Complex setup
  • Steeper learning curve
  • Quality varies by model
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