Fal.ai vs Paint by Text
Side-by-side comparison · Updated September 2026
| Description | fal.ai is a developer platform for generative media models, hosted APIs, serverless deployments and GPU compute. Its catalog includes image, video, audio and 3D models from multiple providers. Hosted endpoint pricing depends on the output unit and model; custom compute uses GPU-time pricing. | 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. |
| Category | AI Assistant | Image Editing |
| Rating | No reviews | No reviews |
| Pricing | Usage-based | Free |
| Starting Price | H100 $4.50/hour list; as low as $1.89/hour | Free |
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| Tags | developer platformgenerative mediaAPIserverlessimage generation | modify imagestext-based instructionsupload imagetext promptgenerate images |
| Features | ||
| Hosted image, video, audio and 3D model APIs | ||
| Developer model playgrounds | ||
| Serverless model deployment | ||
| GPU compute options | ||
| JavaScript/TypeScript and Python client examples | ||
| Output-unit pricing for hosted model APIs | ||
| 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 | ||
| View Fal.ai | View Paint by Text | |
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