Paint by Text vs Zoo
Side-by-side comparison · Updated April 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 text-to-image playground that allows users to create images from text prompts using Replicate's API. Start by grabbing your Replicate API token and pasting it into the platform to generate stunning and unique images. Although there might be no memories initially, you can create and share your visual art using this accessible and creative tool. Perfect for artists and developers alike, Zoo promises a seamless and collaborative experience in the world of AI-generated images. |
| Category | Image Editing | Image Generation |
| Rating | No reviews | No reviews |
| Pricing | N/A | Free |
| Starting Price | N/A | Free |
| Plans | — |
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| Tags | modify imagestext-based instructionsupload imagetext promptgenerate images | text-to-imageopen-sourceReplicate APIimagestext prompts |
| 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 | ||
| Open-source platform | ||
| Text-to-image generation | ||
| Powered by Replicate API | ||
| Easy to use | ||
| Creative tool for artists and developers | ||
| Collaborative experience | ||
| Free to use | ||
| No coding required | ||
| Community-driven | ||
| Interactive and user-friendly interface | ||
| View Paint by Text | View Zoo | |