A curated index of impactful AI tools and models, that emphasizes technical merit, practical utility and Prioritizing open-source.
Effective AI use requires understanding capabilities, limitations, and bias mitigation strategies.
Computer Vision (CV) frameworks implement neural architectures for visual data processing, analysis, and synthesis across image and video domains.
Caution
Use AI-generated images responsibly: Always disclose that they were created by AI. Be mindful of intellectual property rights.
Tip
Learn prompt engineering techniques for image generation models to enhance output quality and artistic control. Follow @nickfloats on 𝕏 for valuable insights on crafting prompts that achieve your desired visual outputs.
This section highlights tools and models that assist in modifying and enhancing existing images using AI-powered capabilities.
Note
The models are ranked according to their Elo scores (Higher score is better) from the artificialanalysis.ai Text-to-Image Arena Please note that Elo scores are subject to change based on user votes and will be updated regularly to reflect the latest rankings.
To provide a comprehensive overview of the generative image model landscape, only pre-trained versions of the listed models are included in this ranking.
Due to the continuous evolution and vast number of possible fine-tuned configurations, it is impractical to comprehensively list every variant here.
| Organization | Model Name | Elo score | Licence | Pricing |
|---|---|---|---|---|
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GPT-4o | 1094 |  |
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Flux.1 Kontext (pro) | 1078 | |
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Flux.1 Kontext (max) | 1077 | |
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Flux.1 Kontext (dev) | 1008 |  |
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Bagel | 928 | |
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Step1X-Edit | 864 | |
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| HiDream | HiDream-E1-Full | 857 | |
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This subsection lists platforms that offer image Editing capabilities as a cloud service, typically accessible via web interfaces or APIs, without requiring local model deployment.
| Tool | Description | Licence | Pricing |
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| BRIA AI | An AI-powered model to automatically remove backgrounds from images. | |
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| Clarity AI | AI Image Upscaler & Enhancer - free and open-source Magnific Alternative | |
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| ImageFX | An AI-powered tool for applying various image effects and filters. | |
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| Lensa | An AI-powered mobile app for editing and enhancing photos, particularly for portrait editing. | |
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| Luminar Neo | An AI-powered photo editing software developed by Skylum. | |
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| Magnific AI | an AI-powered image upscaler and enhancer designed for professionals and enthusiasts in photography, graphic design, digital art, and illustration. | |
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| Pixlr | An AI-powered online photo editing tool. | |
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| Removebg | An online tool that allows users to automatically remove backgrounds from images. | |
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| ZMO AI | Comprehensive online platform offering AI-powered image editing tools. Features include background removal, object erasure, image enhancement, and creative modifications. | |
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Explore tools and models designed to create novel images from textual descriptions or other inputs, leveraging the power of generative AI.
Note
The models are ranked according to their Elo scores (Higher score is better) from the artificialanalysis.ai Text-to-Image Arena and Imgsys.org Ranking. Please note that Elo scores are subject to change based on user votes and will be updated regularly to reflect the latest rankings.
To provide a comprehensive overview of the generative image model landscape, only pre-trained versions of the listed models are included in this ranking.
Due to the continuous evolution and vast number of possible fine-tuned configurations, it is impractical to comprehensively list every variant here.
| Organization | Model Name | Elo score | Licence | Pricing |
|---|---|---|---|---|
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Seedream 3.0 | 1166 | |
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GPT-4o | 1165 | |
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Imagen 4 Ultra | 1150 | |
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Imagen 4 | 1145 | |
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FLUX.1-Kontext [Pro] | 1127 | |
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Recraft V3 | 1114 | |
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Qwen-Image | 1099 | |
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Flux.1 Kontext | 1098 | |
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Imagen 3 | 1097 | |
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Ideogram 3.0 | 1093 | |
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Flux1.1 Pro | 1083 | |
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| Reve AI | Reve Image 1.0 | 1090 | |
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| HiDream | HiDream-I1-Dev | 1078 | |
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Flux.1 Pro | 1067 | |
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MiniMax Image-01 | 1052 | |
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Midjourney v6.1 | 1047 | |
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Flux.1 Dev | 1046 | |
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Ideogram v2 | 1043 | |
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Midjourney v7 Alpha | 1039 | |
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Midjourney v6 | 1038 | |
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Ideogram v2 Turbo | 1033 | |
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Photon | 1033 | |
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Stable Diffusion 3.5 Large Turbo | 1030 | |
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Stable Diffusion 3.5 Large | 1026 | |
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Infinity 8B | 1021 | |
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Ideogram v1 | 1021 | |
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Stable Diffusion 3 Large | 1014 | |
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Flux.1 schnell | 1000 | |
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Playground v3 (beta) | 997 | |
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Recraft 20B | 976 | |
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Photon Flash | 996 | |
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Playground v2.5 | 954 | |
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Lumina Image v2 | 950 | |
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Firefly Image 3 | 942 | |
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DALLE 3 HD | 941 | |
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Stable Diffusion 3.5 medium | 932 | |
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DALLE 3 | 926 | |
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Stable Diffusion 3 Medium | 902 | |
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Stable Diffusion 3 Large Turbo | 897 | |
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Stable Diffusion 1.6 | 885 | |
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Stable Diffusion XL base 1.0 | 849 | |
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DALLE 2 | 714 | |
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Stable Diffusion 2.1 | 712 | |
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Stable Diffusion 1.5 | 625 | |
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This subsection lists platforms that offer image generation capabilities as a cloud service, typically accessible via web interfaces or APIs, without requiring local model deployment.
| Tool | Description | Licence | Pricing |
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| Craiyon | An AI-powered platform for generating artistic images and animations. | |
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| Dall-E | An AI model developed by OpenAI that generates images from textual descriptions. | |
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| Fal.ai | Fal.ai is a cutting-edge generative media platform designed for developers to build advanced AI applications. | |
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| Firefly | A creative AI tool for generating images, animations, and other visual content. | |
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| Ideogram | An advanced text-to-image generator that creates high-quality images based on text prompts. | |
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| Krea | An advanced AI-powered platform designed for generating and enhancing visual content, including images and videos. | |
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| Lexica | An AI art platform that generates images from textual descriptions. | |
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| Leonardo | An open-source AI model for generating images from textual descriptions. | |
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| Midjourney | A world-famous AI platform that generates images and visual content based on user input. | |
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| Nightcafe | An open-source AI art platform that generates images from textual descriptions using deep learning models. | |
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| Picasso | An AI-powered platform for generating images and animations, developed by NVIDIA. | |
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| Stable diffusion | An open-source AI model for generating images from textual descriptions using diffusion-based generative models. | |
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Tip
Generate images locally - Deploy open-source image generation models on your hardware with our How to run Image Generation on your Machine tutorial.
| Tool | Description | OS | Models |
|---|---|---|---|
| ComfyUI | A powerful and modular graphical user interface (GUI) for Stable Diffusion, provide users with precise control over image generation workflows. | All | All Stable Diffusion Models + Flux.1 |
| Diffusion Bee | A free, offline AI art generation tool designed specifically for macOS users. | MacOS/IOS | All Stable Diffusion Models. |
| Draw Things | A free AI-assisted image generation app available for iOS devices, including iPhones and iPads. | MacOS/IOS | All Stable Diffusion Models. |
| Fooocus | An open-source AI image generation tool designed to simplify the process of creating images using Stable Diffusion technology. | All | Stable Diffusion XL models. |
| Invoke | A leading creative engine for Stable Diffusion models. | All | All Stable Diffusion Models. |
| Stable Diffusion web UI by Automatic1111 | a popular graphical user interface (GUI) for interacting with the Stable Diffusion models. | All | All Stable Diffusion Models. |
Note
Video generation technology remains primarily concentrated among major AI research organizations, with models like OpenAI's Sora and Runway's Gen3 leading development. Current publicly available implementations are limited due to the computational complexity and proprietary nature of these systems.
This section will be updated as more open-source and accessible video generation models emerge.
Image-to-video models employ temporal diffusion algorithms to synthesize video sequences from static image inputs, generating coherent motion patterns and frame transitions.
| Organization | Model Name | Licence | Pricing |
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CogVideoX-5B-I2V | |
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img2vid-xt | |
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sv3d | |
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sv4d | |
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| Lightricks | LTX-Video | |
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Wan2.1-I2V-14B-720P | |
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Text-to-video models convert natural language descriptions into video sequences through multi-modal generation frameworks, synthesizing temporal and spatial elements from textual inputs.
Note
The models are ranked according to their Elo scores (Higher score is better) from the artificialanalysis.ai Video Generation Arena. Please note that Elo scores are subject to change based on user votes and will be updated regularly to reflect the latest rankings.
| Organization | Model Name | Elo score | Licence | Pricing |
|---|---|---|---|---|
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Seedance 1.0 | 1292 | |
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Veo 3 | 1244 | |
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Veo 2 | 1133 | |
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Kling 2.0 | 1116 | |
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Sora | 1046 | |
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Kling 1.5 (Pro) | 1050 | |
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T2V-01 | 1040 | |
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Pika 2.0 | 1034 | |
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Wan2.1-T2V-14B | 1022 | |
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Kling 1.6 (Pro) | 1030 | |
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T2V-01-Director | 1020 | |
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HunyuanVideo | 1005 | |
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Mochi-1 | 1000 | |
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Gen-3 Alpha | 987 | |
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Kling 1.0 | 969 | |
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Ray 1 | 969 | |
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Ray 2 | 954 | |
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| Haiper | Haiper 2.0 | 947 | |
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Pika 1.5 | 943 | |
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CogVideoX-5B | 784 | |
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Discover platforms that provide video generation services, enabling users to create video content from text or image prompts through cloud-based solutions.
| Tool | Description | Licence | Pricing |
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| Dream Machine | A groundbreaking text-to-video AI tool that enables users to generate high-quality, realistic video clips from simple text prompts in just minutes. | |
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| Elai | A video creation platform that enables users to produce videos by inputting text that is then narrated by AI-generated avatars. | |
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| Heygen | An innovative video platform that harnesses the power of generative AI to streamline the video creation process. | |
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| Higgsfield | A pioneering foundational model company that specializes in democratizing social media content creation through AI-powered video generation and editing tools. | |
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| Kling | An advanced video generation model developed by Kuaishou Technology, known for its capabilities in creating high-quality videos from text prompts. | |
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| Krea | An advanced AI-powered platform designed for generating and enhancing visual content, including images and videos. | |
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| Runway | An AI-powered platform for creatives to use machine learning models in their workflows. | |
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| Sora | An AI model developed by OpenAI for generating videos from textual descriptions. | |
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| Synthesia | A synthetic media generation AI tool to create AI-generated video content efficiently. | |
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| Veo | A generative video model developed by Google, capable of producing high-quality 1080p videos. | |
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| Vlogger | A method for text and audio-driven talking human video generation from a single input image of a person. | |
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| Wombo | An AI-powered mobile app for creating lip-syncing videos and other creative content. | |
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Transform text descriptions and images into detailed 3D models using AI. These Models enable rapid prototyping, asset creation, and visualization by converting natural language or visual inputs into three-dimensional objects.
| Organization | Model Name | Licence | Pricing |
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Hunyuan3D-2.1 | |
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InstantMesh | |
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Stable-zero123 | |
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TripoSR | |
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stable-fast-3d | |
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| craftsman3d | CraftsMan-v1-5 | |
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| Ashawkey | LGM | |
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| Jade choghari | vfusion3d | |
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| Zhaoxi Chen | 3DTopia-XL | |
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