Fish Audio
Expressive Voice Cloning and Text-to-Speech
Stable Diffusion XL
Richer images & jaw-dropping aesthetics from shorter prompts
Updated February 2026
| Fish Audio | Stable Diffusion XL | |
|---|---|---|
| Rating | 4.5★ | 5.0★ |
| Reviews | 6 | 15 |
| Pros | 5 | 8 |
| FactScore™ | 38 | 60.2 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in Fish Audio — Pros
Cost-effective Local deployment Massive voice data Ultra-low latencyBoth tools — Pros
Fast performanceOnly in Stable Diffusion XL — Pros
Text-to-image generation Artistic QR codes Creativity Customization GPU support Image-to-image generation Zero-shot identity generationOnly in Fish Audio — Cons
500 internal error Buggy web app interface Inconsistent audio quality Local GPU usage Low creditsBoth tools — Cons
—Only in Stable Diffusion XL — Cons
—Details
| Fish Audio | Stable Diffusion XL | |
|---|---|---|
| Categories | AI Generative Media, LLMs, AI Chatbots, AI Infrastructure Tools | AI Generative Media, AI Infrastructure Tools |
| Platforms | Web | Web |
| Became Popular | July 18, 2024 | April 17, 2023 |
| Website | fish.audio | stability.ai |
Who Should Pick Which?
Choose Fish Audio if...
- Cost-effective
- Local deployment
- Massive voice data
Choose Stable Diffusion XL if...
- Text-to-image generation
- Artistic QR codes
- Creativity
With a FactScore™ of 38 vs 60.2, Stable Diffusion XL leads in community reception. Fish Audio uniquely offers Cost-effective and Local deployment, while Stable Diffusion XL stands out for Text-to-image generation and Artistic QR codes.
What Users Say
Fish Audio
Big thanks to Fish Audio! The speed and quality of the audio generation for our 'AI Teammate' feature are incredible. You've delivered beyond expectations, and we're thrilled to have you as a partner!
Cause its the best TTS software I've ever used.
Stable Diffusion XL
Stable Diffusion XL, combined with Control Net, is our go-to for generating stunning artistic QR codes. It offers incredible customization and creativity. Amazing AI!
Our model https://replicate.com/shefa/turbo-enigma is based on SDXL, applying Distribution Matching Distillation, supporting zero-shot identity generation in 2-5s. Thankful for this product!
AiEditor uses SD's perfect image generation capabilities to help AiEditor gain enhancements in text-to-image and image-to-image, bringing new life to the traditional rich text editor.
Related Comparisons
Frequently Asked Questions
Which is better, Fish Audio or Stable Diffusion XL?
Based on FactScore™, Stable Diffusion XL leads with a score of 60.2 vs 38. Stable Diffusion XL has a higher rating of 5.0★ compared to 4.5★.
What are the pros of Fish Audio compared to Stable Diffusion XL?
Fish Audio uniquely offers: Cost-effective, Local deployment, Massive voice data, Ultra-low latency.
What are the pros of Stable Diffusion XL compared to Fish Audio?
Stable Diffusion XL uniquely offers: Text-to-image generation, Artistic QR codes, Creativity, Customization, GPU support.
Is Fish Audio better rated than Stable Diffusion XL?
Fish Audio is rated 4.5★ from 6 reviews. Stable Diffusion XL is rated 5.0★ from 15 reviews.
What is the FactScore™ of Fish Audio and Stable Diffusion XL?
FactScore™ weighs rating and review volume together. Fish Audio scores 38 and Stable Diffusion XL scores 60.2.
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