Paint by Text vs Zoo by Replicate
Side-by-side comparison · Updated May 2026
| Description | Paint by Text is an innovative, open-source platform designed to help users modify images using text-based instructions. This user-friendly interface allows individuals to upload an image, provide a text prompt on how they want the image modified, and generate new images accordingly. It leverages the advanced InstructPix2Pix machine learning model, combined with GPT-3 and Stable Diffusion, for creating sophisticated image edits. The platform is hosted on Vercel with the model API provided by Replicate and the source code is freely available on GitHub. | Zoo by Replicate is an open-source, web-based platform designed for comparing and experimenting with various text-to-image AI models. It provides a user-friendly environment for visualizing, interpreting, and contrasting outputs from different models, enabling users to evaluate strengths and weaknesses across tasks. Key features include simultaneous model comparison, parameter control for image generation, and advanced analysis tools like Memorie, ControlNet, and X/Y plotting. Zoo serves AI researchers, developers, artists, and educators, and is built using Vercel, PostgreSQL, and Supabase, requiring a Replicate API token for access. |
| Category | Image Editing | AI Assistant |
| Rating | No reviews | No reviews |
| Pricing | Free | Paid |
| Starting Price | Free | $0 |
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| Tags | modify imagestext-based instructionsupload imagetext promptgenerate images | text-to-imageAI modelsmodel comparisonimage generationanalysis tools |
| Features | ||
| Modify images using text-based instructions | ||
| Powered by InstructPix2Pix, GPT-3, and Stable Diffusion | ||
| User-friendly interface | ||
| Open-source and free to use | ||
| Hosted on Vercel with model API provided by Replicate | ||
| Source code available on GitHub | ||
| Supports various image types | ||
| Accurate and customizable image edits | ||
| Collaboration and contribution friendly | ||
| Innovative AI-driven image modification | ||
| Text-to-image generation using multiple AI models | ||
| Side-by-side comparison of AI model outputs | ||
| Adjustable parameters for image fine-tuning | ||
| Integration with ControlNet for advanced control | ||
| X/Y plotting for enhanced data visualization | ||
| Open-source platform available on GitHub | ||
| PostgreSQL database for data management | ||
| Supabase for cloud storage | ||
| Replicate API integration for model execution | ||
| Support for models like Stable Diffusion and DALL-E | ||
| View Paint by Text | View Zoo by Replicate | |
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