This repository aims to provide a curated selection of AI resources. While we maintain high standards for inclusion, the rapidly evolving nature of AI technology means this collection represents a subset of available tools. Inclusion in this repository is based on technical merit and practical utility, and does not constitute an official endorsement of any specific tool or service.

Contributors are welcome to enhance this repository through pull requests (PRs) with new tool submissions or content improvements. All contributions undergo review to maintain repository quality standards and technical accuracy.

Table of contents

• AI Tutorials and Learning Resources
  • Tutorials
  • Learning Resources
• Academic and Scientific Research
• Audio Processing
  • Audio and Video transcription and summaries
  • Music Generation
  • Text to speech
    • Text to speech Models
    • Text to speech Providers
  • Speech to text
    • Speech to text Models
    • Speech to text Providers
• Automation
  • Autonomous Agents
  • Automation tools
• Computer Vision
  • Image Edition
  • Image Generation
    • Text to Image Models
    • Text to Image Cloud-based Providers
    • Text to Image Local Providers
  • Video Generation
    • Image to Video Models
    • Text to Video Models
    • Video Generation Providers
• Data Analysis
• Large Language Models
  • Generalist LLMs
    • Proprietary Models
    • Open Source Models
    • Providers
      • LLMs Cloud-based Providers
      • LLMs Local Providers
  • Finetuned LLMs
    • Coding
    • Math
    • Uncensored
• Vision Language Models
• Other
  • Language learning
  • Meeting transcription and summaries
  • Presentation slides
  • Versatile Productivity tools
  • Website building

AI-powered tools offer key advantages for professional workflows::

• Task Automation : Leverage AI systems to handle repetitive operations, allowing focus on strategic and complex initiatives.
• Advanced Analytic s: Extract actionable insights from data through AI-driven analysis, enabling evidence-based decision making.
• Process Optimization : Implement AI algorithms to streamline operations and enhance organizational efficiency.
• Workspace Enhancement : Deploy AI solutions to create personalized, responsive work environments that augment human capabilities.

Key Considerations and Limitations::

• Technical Dependencies : Extended reliance on AI systems may impact core human competencies in problem-solving and creative thinking.
• Algorithm Limitations : AI models can produce inaccurate or biased outputs due to training data quality, model architecture, or algorithmic constraints.
• Security Implications : Implementation of AI solutions introduces specific data processing and storage vulnerabilities that require robust security protocols.

Helpful definition for this repository

When referring to the Licensing of a project or software, we use the following terms :

• : Software with restricted usage rights, owned and maintained by a specific entity under defined terms and conditions.
• : Software distributed under licenses permitting code access, modification, and redistribution.

Regarding the Pricing model, we categorize projects or software as follows :

• : No-cost software with unrestricted access to full functionality.
• : Dual-tier model offering core features at no cost with premium capabilities available for purchase.
• : Commercial software requiring monetary compensation for access, either as a single purchase or subscription.

Icon Guide: What Our Emojis Mean

New - Recently added content

Popular - Community favorites

Our Picks - Personally tested and recommended tools

Master AI concepts through hands-on tutorials and practical implementations.

Local tutorials

• How to run LLMs locally on your machine - Deploy and operate Large Language Models on local hardware.
• Integrating AI Models into Your Integrated Development Environment (IDE) - Configure development environments for seamless AI model integration.
• Local Image Generation with Fooocus: A Comprehensive Tutorial- Implement local image generation using open-source AI models.
• How to Use AI Privately - Implement privacy-preserving practices for AI implementation.

Online tutorials

• AI Prompt Engineering Tutor - Interactive platform for mastering prompt engineering methodologies. Developed by Loic Baconnier.
• Prompt Engineering Interactive Tutorial - Systematic guide to prompt optimization techniques. Created by Anthropic.

Beginner

Title	Description	Platform
Fundamentals of Generative AI	Introduction to Generative AI and Large Language Models (LLMs).
Fundamentals of Responsible Generative AI	Using Generative AI responsibly.
Introduction to Generative AI	An introduction to the capabilities, applications, and distinct characteristics of generative artificial intelligence (AI).
Introduction to Image Generation	Introduces diffusion models: a novel approach to machine learning that has generated remarkable results in image creation and manipulation.
Introduction to Large Language Models	Introduction to large language models (LLMs) and the opportunities they present for natural language processing: use cases, limitations, and optimization strategies.
Introduction to Responsible AI	The case for responsible AI: understanding its significance in ensuring that machine learning systems align with human values and promote social good.
What are foundation models?	Discover how Foundation models are revolutionizing AI with their cutting-edge capabilities.
What are large language models (LLMs)?	Quick introduction to LLMs and their use cases.
What is Conversational AI?	Basic understanding of how conversational AI works.
What is Generative AI?	Overview of foundational ideas and principles in generative AI.
What is Generative AI?	Introduction to Generative AI by Understanding its Potential and Applications.
What is NLP (natural language processing)?	Understand how Models understand our Language.

Intermediate

Title	Description	Platform
Evaluation of generative AI applications	Exploring and comparing different LLMs.
Generative AI Explained	Concepts, applications, challenges, and opportunities in Generative AI.
Introduction to prompt engineering	Hands-on best practices for prompt engineering.
Vision Language Models Explained	An overview of vision language models, their functionality, and usage.
What are AI hallucinations?	Learn why AI systems can generate nonsensical outputs by perceiving non-existent patterns or objects.
What is Prompt Engineering?	A concise guide to the key concepts, considerations, and methodologies behind prompt engineering.
What is prompt-tuning?	A lightweight method for fine-tuning AI foundation models on downstream tasks.

Advanced

Title	Description	Platform
Augment your LLM Using Retrieval Augmented Generation	High-level overview of Retrieval Augmented Generation and its benefits for Generative AI (GenAI).
Introduction to Quantization	An introduction to Quantization, a technique to reduce model size to improve training and inference speed.
Mixture of Experts Explained	Overview of MoEs, how they’re trained, and the tradeoffs to consider.
Preference Tuning LLMs with Direct Preference Optimization Methods	Exploration of three promising methods to align language models without reinforcement learning (or preference tuning).
Prompt engineering techniques	Techniques that improve the outcome of your prompts.
What is AI inferencing?	Introduction to the Principles and Methods of AI Inference.
What is instruction tuning?	Learn how Instruction tuning enhances pre-trained LLMs by improving their ability to follow and execute instructions accurately.
What’s an LLM context window and why is it getting larger?	Understanding the Role of LLM Context Windows in AI.
What is retrieval-augmented generation?	Learn what is retrieval-augmented generation (RAG) and why it is usefull.
What is reinforcement learning from human feedback (RLHF)?	Learn what is reinforcement learning from human feedback (RLHF) and why it is usefull.

AI solutions optimized for academic research and scientific workflows, enabling advanced insights in the pursuit of knowledge.

Tool	Description	Licence	Pricing
Elicit	An AI-powered research assistant designed to streamline and enhance the academic research process.
Epsilon	An AI-powered search engine designed specifically for academic research.
Openread	An innovative AI-powered research platform designed to enhance and revolutionize the academic research experience.
Papers	An advanced reference management software designed to streamline the research process for students, academics, and professionals.
ResearchRabbit	AI-powered platform that aims to streamline the literature review process for researchers and academics by providing intelligent discovery, recommendation, and visualization capabilities.
Semantic Scholar	A free, AI-powered research tool for scientific literature , with now Semantic Reader, an augmented reader with the potential to revolutionize scientific reading by making it more accessible and richly contextual.
Scispace	AI-powered platform that aims to simplify and enhance the research and literature review process for academics and researchers.
Scholarcy	An online platform designed to assist users, particularly students and researchers, in efficiently summarizing and understanding complex academic texts.

AI-powered media processing toolsleverage Natural Language Processing (NLP) and computer vision algorithms to automate transcription and content summarization from audio-visual sources. These solutions streamline content analysis by generating accurate text outputs and key insights from multimedia data.

Tool	Description	Licence	Pricing
Eightify	A powerful tool that utilizes YouTube AI technology to summarize videos quickly, providing users with key ideas in seconds.
Exemplary AI	A cloud-based tool that harnesses Artificial Intelligence (AI) and LLMs to offer transcription solutions.
Riverside	An online studio that specializes in high-quality podcast and video recording and editing.
SolidPoint	A range of tools that leverage AI technology to enhance productivity and efficiency in various tasks. One of its key features is the Summarize tool.
Summarize.tech	An AI-powered tool that automatically generates summaries of long videos from YouTube.
Summify	A powerful tool that efficiently condenses lengthy videos into concise and informative summaries.
Voxweave	An innovative AI-powered tool that revolutionizes the interaction with YouTube videos by transforming them into concise summaries.
WavoAI	An AI-powered tool that provides accurate transcriptions and insights from audio recordings.

Music generation algorithms utilize deep learning models to synthesize original compositions, enabling style-specific audio creation and adaptive soundtrack generation.

Tool	Description	Licence	Pricing
Jukebox	A generative AI model developed by OpenAI that can create original music, including rudimentary singing, in a variety of genres and artist styles.
Magenta	AI project developed by Google that explores the use of machine learning as a tool for creative applications, particularly in music and art.
Mubert	A generative AI platform that allows users to create and stream original, AI-generated music and audio.
MuseNet	An AI model developed by OpenAI that can generate original 4-minute musical compositions with up to 10 different instruments.
Stable Audio	A generative AI system developed by Stability AI for creating high-quality audio and music.
Suno	A cutting-edge AI-powered music generator that lets users create custom songs in various genres using text prompts.

Text-to-speech (TTS) systems employ neural networks for voice synthesis, converting text input into natural speech output. These models support voice customization parameters including timbre, prosody, and linguistic variations.

Organization	Model Familly	Best Model	Arena Elo	Licence	Pricing
	TTS	HD	1167
	Sonic	Sonic English	1182
	Polly	Long-form	1083
	Neural	Neural	1067
	LMNT	LMNT	1067
	TTS	Studio	1013
	OpenVoice	OpenVoice V2	960
	XTTS	XTTS V2	942
	StyleTTS	StyleTTS 2	883
	MetaVoice	MetaVoice V1	818
Yushen CHEN	TTS	F5-TTS	None

Tool	Description	Licence	Pricing
Audioread	A transformative tool that converts text into lifelike speech.
Bark	A groundbreaking text-to-audio model developed by Suno, leveraging GPT-style models.
Coqui	A pioneering project that focused on advancing generative voice technology.
Eleven Labs	Industry leader proprietary tool for generating speech from text using deep learning.
Listnr	A cutting-edge AI voice generator that seamlessly converts text into natural-sounding speech.
MeloTTS	An open-source text-to-speech tool that uses deep learning to generate high-quality speech synthesis.
Metavoice	A groundbreaking model that has been developed to create human-like speech with emotional nuances.
Murf	A n innovative voice generator tool that revolutionizes the process of creating voiceovers.
SpeechT5	A cutting-edge model in speech synthesis and natural language processing that offers a unified approach to various speech-related tasks.
Speechki	An advanced AI Realistic Voice Generator that offers over 1100 voices in more than 80 languages.
Unrealspeech	A text-to-speech software that stands out for its human-like audio output, providing a superior listening experience.
VoiceCraft	A state-of-the-art text-to-speech (TTS) model that can perform zero-shot speech editing and TTS on diverse audio data.

Speech recognition systems convert acoustic signals into text through automated speech recognition (ASR) models. These systems process audio input for text transcription and voice command interpretation.

Organization	Model Familly	Best Model	Word Error Rate (%)	Licence	Pricing
	Speechmatics	Speechmatics Enhanced	8.6
	Universal	Universal-1	8.7
	Whisper	Whisper Large V3	10.3
	Transcribe	Transcribe	11.2
	Chirp	Chirp	12.4
	distil-whisper	distil-large-v3	13.0
	Nova	Nova-2	15.1

Tool	Description	Models	Pricing
Amazon Web Services (AWS)	A fully managed service provided by Amazon Web Services (AWS) designed to facilitate the development of generative AI applications.	Amazon Transcribe
AssemblyAI	A powerful speech recognition and audio intelligence platform.	Universal-1
Deepgram	A powerful accurate speech recognition with advanced AI capabilities and developer-friendly tools.	Nova-2 and Whisper Large V2
DeepInfra	A platform that provides scalable and cost-effective infrastructure for deploying machine learning models.	Whisper Large V3 and distil-large-v3
Fal.ai	A powerful cloud platform designed for deploying and integrating AI models into applications.	Whisper Large V3
Gladia	An advanced AI platform that specializes in real-time transcription, translation, and audio intelligence.	Whisper Large V2
Google	A powerful service offered by Google Cloud that utilizes advanced machine learning techniques to convert spoken language into written text.	Chirp
Groq	Specializes in high-performance AI inference with custom LPU (Language Processing Unit) hardware, offering models like Meta's Llama 3.	Whisper Large V3 and distil-large-v3
Microsoft Azure	A comprehensive suite of AI services and tools designed to help developers and organizations build, deploy, and manage AI applications at scale.	Whisper Large V2
OpenAI	A state-of-the-art automatic speech recognition (ASR) system developed by OpenAI.	Whisper Large V2
Replicate	A cloud platform that allows developers to easily run and deploy open-source machine learning models.	All Whisper Familly
Rev AI	A sophisticated speech recognition platform that provides automatic speech-to-text transcription services.	Rev AI
Speechmatics	A powerful AI-driven speech recognition and transcription platform.	Universal-1

AI agents are autonomous software systems that execute predefined tasks through decision-making algorithms and environment interaction protocols. These systems implement adaptive learning mechanisms and inter-agent communication frameworks to achieve specified objectives.

Tool	Description	Licence	Pricing
AgentGPT	A generative artificial intelligence tool that allows users to create autonomous AI agents capable of performing various tasks autonomously.
Cognosys	An AI assistant that can help you automate tasks, organize your work, and perform research.
Evo.ninja	a generalist agent that can flow between multiple agent personas to solve any task.
Godmode	A web platform that provides access to innovative AI agents like autoGPT and babyAGI, allowing users to harness the power of autonomous AI agents.
GPT-Engineer	An open-source AI-powered application builder that generates codebases from natural language project descriptions.
Super AGI	An open-source autonomous AI agent framework that enables developers to build, manage, and run useful autonomous agents efficiently and reliably.

Execute predefined task sequences through algorithmic workflows to optimize process efficiency and minimize operational variance.

Tool	Description	Licence	Pricing
Bardeen	An AI-powered automation platform that enables users to automate repetitive tasks across various applications without writing code. It offers pre-built integrations with popular tools and allows users to create custom workflows.
Cykel	an AI company focused on developing intelligent automation solutions that can understand natural language and interact with various software and websites to automate complex digital tasks for businesses.
Gumloop	AI-native workflow automation platform that allows users to build complex automations by visually connecting modular components on a canvas
Lindy	An advanced automation platform designed to create custom AI assistants that streamline various business workflows without requiring coding skills.
N8N	A free and open-source fair-code licensed workflow automation tool. It allows users to create workflows using a visual editor and connect various services to automate tasks. N8N can be self-hosted, providing users with more control over their data.
ProFlow	an AI-powered workflow automation and optimization platform that helps businesses streamline their sales, marketing, and operations processes.
Taskade	An all-in-one collaboration platform that combines project management, task tracking, and team communication features. It offers real-time syncing, customizable templates, and integrations with popular tools. Taskade also has AI-powered features like smart due dates and natural language processing for better task management.
Zapier	A popular web-based automation platform that connects various apps and services to automate workflows. It offers a wide range of pre-built integrations and allows users to create custom automation rules called "Zaps" without needing to write code. Zapier's AI capabilities include filtering, formatting, and transforming data between apps.

Computer Vision (CV) frameworks implement neural architectures for visual data processing, analysis, and synthesis across image and video domains.

Tool	Description	Licence	Pricing
BRIA AI	An AI-powered model to automatically remove backgrounds from images.
Clarity AI	AI Image Upscaler & Enhancer - free and open-source Magnific Alternative
ImageFX	An AI-powered tool for applying various image effects and filters.
Lensa	An AI-powered mobile app for editing and enhancing photos, particularly for portrait editing.
Luminar Neo	An AI-powered photo editing software developed by Skylum.
Magnific AI	an AI-powered image upscaler and enhancer designed for professionals and enthusiasts in photography, graphic design, digital art, and illustration.
Pixlr	An AI-powered online photo editing tool.
Removebg	An online tool that allows users to automatically remove backgrounds from images.

Organization	Model	Elo score	Licence	Pricing
	Recraft V3	1169
	Flux1.1 Pro	1135
	Flux.1 Pro	1114
	Ideogram v2	1098
	Midjourney v6.1	1091
	Flux.1 Dev	1089
	Ideogram v2 Turbo	1087
	Midjourney v6	1080
	Stable Diffusion 3.5 Large	1066
	Ideogram v1	1065
	Stable Diffusion 3.5 Large Turbo	1064
	Stable Diffusion 3 Large	1060
	Flux.1 schnell	1051
	Playground v3 (beta)	1049
	Recraft 20B	1025
	Playground v2.5	1004
	DALLE 3 HD	995
	DALLE 3	979
	Stable Diffusion 3 Medium	950
	Stable Diffusion 3 Large Turbo	946
	Stable Diffusion 1.6	936
	Stable Diffusion XL base 1.0	896
	DALLE 2	745
	Stable Diffusion 2.1	740
	Stable Diffusion 1.5	624
	Stable Diffusion 3.5 medium	Soon
	Firefly Image 3	None
	Imagen 3	None
Xiao Shitao	OmniGen-v1	None
MeissonFlow	Meissonic	None
	AuraFlow-v0.3	None
	Kolors	None

Tool	Description	Licence	Pricing
Craiyon	An AI-powered platform for generating artistic images and animations.
Dall-E	An AI model developed by OpenAI that generates images from textual descriptions.
Fal.ai	Fal.ai is a cutting-edge generative media platform designed for developers to build advanced AI applications.
Firefly	A creative AI tool for generating images, animations, and other visual content.
Ideogram	An advanced text-to-image generator that creates high-quality images based on text prompts.
Krea	An advanced AI-powered platform designed for generating and enhancing visual content, including images and videos.
Lexica	An AI art platform that generates images from textual descriptions.
Leonardo	An open-source AI model for generating images from textual descriptions.
Midjourney	A world-famous AI platform that generates images and visual content based on user input.
Nightcafe	An open-source AI art platform that generates images from textual descriptions using deep learning models.
Picasso	An AI-powered platform for generating images and animations, developed by NVIDIA.
Removebg	An online tool that allows users to automatically remove backgrounds from images.
Stable diffusion	An open-source AI model for generating images from textual descriptions using diffusion-based generative models.

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 Familly	Best Model	Licence	Pricing
	CogVideo	CogVideoX-5B-I2V
	Stable Video Diffusion (SVD)	img2vid-xt
	Stable Video Diffusion (SV3D)	sv3d
	Stable Video Diffusion (SV4D)	sv4d

Text-to-video models convert natural language descriptions into video sequences through multi-modal generation frameworks, synthesizing temporal and spatial elements from textual inputs.

Organization	Model Familly	Best Model	Elo score	Licence	Pricing
	MiniMax	MiniMax	1106
	Runway	Gen-3 Alpha	1063
	Kling	Kling 1.0	1048
	Dream Machine	Dream Machine	1044
	Pika	Pika 1.5	1020
	CogVideo	CogVideoX-5B	862
Yang Jin	Pyramid-flow	Pyramid-flow	823
	Allegro	Allegro	None
	AnimateDiff	AnimateDiff-Lightning	None
Fu-Yun Wang	AnimateLCM	AnimateLCM	None
	Mochi	Mochi-1-preview	None
	text-to-video-ms	text-to-video-ms-1.7b	None
Spencer Sterling	Zeroscope	zeroscope-v2-576w	None

Tool	Description	Licence	Pricing
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.
Elai	A video creation platform that enables users to produce videos by inputting text that is then narrated by AI-generated avatars.
Heygen	An innovative video platform that harnesses the power of generative AI to streamline the video creation process.
Higgsfield	A pioneering foundational model company that specializes in democratizing social media content creation through AI-powered video generation and editing tools.
Kling	An advanced video generation model developed by Kuaishou Technology, known for its capabilities in creating high-quality videos from text prompts.
Krea	An advanced AI-powered platform designed for generating and enhancing visual content, including images and videos.
Runway	An AI-powered platform for creatives to use machine learning models in their workflows.
Sora	An AI model developed by OpenAI for generating videos from textual descriptions.
Synthesia	A synthetic media generation AI tool to create AI-generated video content efficiently.
Veo	A generative video model developed by Google, capable of producing high-quality 1080p videos.
Vlogger	A method for text and audio-driven talking human video generation from a single input image of a person.
Wombo	An AI-powered mobile app for creating lip-syncing videos and other creative content.

Data Analysis frameworks implement machine learning models for processing structured and unstructured datasets, enabling pattern recognition and statistical inference across diverse data formats.

Tool	Description	Licence	Pricing
AskCSV	An AI-powered tool that allows users to ask questions about CSV data files in natural language and receive answers.
DataSquirrel	An AI-powered data extraction and analysis tool.
Grapha AI	An AI-powered platform for automating data analysis and generating insights.
Hal9	Data analytics leveraging generative AI to get insights from databases.
Julius	An AI-powered tool for automating data entry and document processing tasks.
Monitr	An AI-powered data extraction and analysis tool.
Pi Exchange	A platform for building and deploying AI models.
Research Studio	An AI-powered research assistant that helps users find, analyze, and summarize information.
Rows AI	An AI-powered spreadsheet tool that helps users automate data analysis and manipulation tasks.
Vizly	A tool for creating interactive data visualizations.

Enhance spreadsheet functionality in Excel and Google Sheets through AI-assisted formula generation and optimization.

Tool	Description	Licence	Pricing
Formulabot	A virtual assistant designed to streamline the process of creating Excel formulas by understanding natural language instructions.
GPTExcel	An AI tool designed to generate and explain Microsoft Excel and Google Sheets formulas efficiently.
Numerous	An AI-powered tool designed to enhance productivity and automate tasks in spreadsheet applications like Google Sheets and Microsoft Excel.
Sheety	A tool designed to streamline the process of creating Google Sheets formulas using artificial intelligence.

Large Language Models (LLMs) are advanced AI systems trained on vast text collections to understand and generate human language through pattern recognition.

Organization	Model Familly	Best Model	Model Sizes	Quality Index	Context Window*	Knowledge Cutoff	Licence
	Qwen	Qwen2.5-72B-Instruct	72B	75.25	131K	2023-08
	Mistral Large	Mistral Large 2	123B	73.5	128K	2024-07
	Llama	Llama-3.1-405B-Instruct	405B	72.1	128K	2023-12
	Hunyuan	Hunyuan-Large	389B	None (~72+)	128K	Unknown
	Tülu3	Llama-3.1-Tulu-3-70B	70B	None (~70+)	128K	2023-12
	Nemotron	Llama-3.1-Nemotron-70B-Instruct-HF	70B	69.9	128K	2023-12
	DeepSeek	DeepSeek-V2.5	236B	65.8	128K	2023-11
	Jamba	Jamba 1.5 Large	399B	64	256K	2024-03
	Gemma	Gemma-2-27b-it	27B	61.4	8K	2024-06
	Mixtral	Mixtral-8x22B-Instruct-v0.1	141B	61.2	65k	2024-04
	Mistral	Mistral-Small-Instruct-2409	22.2B	60.4	128K	2023-12
	Command-R	Command R+	104B	57.9	128k	2023-03
	Ministral	Ministral-8B-Instruct	8B	53.3	128K	2024-07
	DBRX	Dbrx-instruct	132B	49.6	33k	2023-12
	Phi	Phi-3-medium-128k-instruct	14B	None (~51)	128k	2024-03
	Granite 3.0	Granite-3.0-8b-instruct	8B	None (~51)	128k	Unknown
	InternLM	Internlm2_5-20b-chat	7B	None (~46)	1M	Unknown

Other Open source Models Family Variants

Organization	Model Familly	Best Model	Model Sizes	Quality Index	Context Window*	Knowledge Cutoff	Licence
	Qwen2.5	Qwen2.5-32B-Instruct	32B	None (~60+)	132K	2023-04
		Qwen2.5-14B-Instruct	14B	None (~50+)	132K	2024-04
		Qwen2.5-7B-Instruct	7B	None (~40+)	132K	2024-04
		Qwen2.5-3B-Instruct	3B	None (~30+)	32K	2024-04
		Qwen2.5-1.5B-Instruct	1.5B	None (~25+)	32K	2024-04
		Qwen2.5-0.5B-Instruct	0.5B	None (~20+)	32K	2024-04
	Qwen2	Qwen2-72B-Instruct	72B	68.9	128k	2023-04
		Qwen2-57B-A14B-Instruct	57B	None (~47+)	65k	2023-04
		Qwen2-7B-Instruct	7B	None (~30+)	132K	2024-04
		Qwen2-1.5B-Instruct	1.5B	None (~20+)	132K	2024-04
		Qwen2-0.5B-Instruct	0.5B	None (~15+)	132K	2024-04
	Jamba1.5	Jamba 1.5 mini	51.6B	45.6	256K	2024-03
	Command-R	Command R	35B	51.1	128K	2023-03
	Aya-Expanse	Aya-expanse-32b	32B	None (~60+)	128K	2024-02
		Aya-expanse-8b	8B	None (~50+)	128K	2024-02
	Aya-23	Aya-23-35b	35B	None (~60+)	128K	2023-10
		Aya-23-8b	8B	None (~35+)	128K	2023-10
	DeepSeek-V2	DeepSeek-V2-Chat	236B	None (~63)	128K	2023-11
		DeepSeek-V2-Lite-Chat	16B	None (~30)	32K	2023-11
	DeepSeek-MoE	DeepSeek-MoE-16B-Chat	16.4B	None (~25)	8K	2023-11
	DeepSeek-LLM	DeepSeek-LLM-67B-Chat	67B	None (~31)	128K	2023-11
		DeepSeek-LLM-7B-Chat	7B	None (~24)	64K	2023-11
	Gemma	Gemma-2-9b-it	9B	46.65	8K	2024-06
		Gemma-2-2b-it	2B	None (~44)	8K	2024-02
		Gemma-1.1-7b-it	7B	None (~36)	4K	2024-02
		Gemma-1.1-2b-it	2B	None (~36)	4K	2024-02
		Gemma-7b-it	7B	28.05	4K	2024-02
		Gemma-2b-it	2B	None (~25)	4K	2024-02
	Granite 3.0	Granite-3.0-2b-instruct	2B	None (~40+)	8k	Unknown
	Llama	Llama-3.2-3B-Instruct	3B	46.7	128K	2023-12
		Llama-3.2-1B-Instruct	1B	27.10	128K	2023-12
		Llama-3.1-70B-Instruct	70B	65.3	128K	2023-12
		Llama-3.1-8B-Instruct	8B	53.15	128K	2023-12
		Llama-3-70B-Instruct	70B	61.9	8K	2023-12
		Llama-3-8B-Instruct	8B	46.1	8K	2023-12
	Phi	Phi-3-small-128k-instruct	7B	None (~42)	128K	2023-10
		Phi-3-mini-128k-instruct	3.8B	None (~39)	128K	2023-10
		Phi-3.5-mini-128k-instruct	3.8B	None (?)	128K	2023-10
		Phi-3.5-MoE-instruct	41.9B	None (?)	128K	2023-10
	Mixtral	Mixtral-8x7B-Instruct-v0.1	46.7B	42	33k	2023-12
	Mistral	Mistral-Nemo-Instruct-2407	12.2B	51.9	128K	2023-12
		Mistral-7B-Instruct-v0.3	7B	34.2	32K	2024-04
		Mistral-7B-Instruct-v0.2	7B	None (~31)	32K	2023-12
		Mistral-7B-Instruct-v0.1	7B	None (~29)	32K	2023-09
	Ministral	Ministral-3B-Instruct	3B	50.9	128K	2024-07
	Tülu3	Llama-3.1-Tulu-3-8B	8B	None (~55+)	128K	2023-12

Organization	Model Familly	Best Model	Quality Index	Context Window	Knowledge Cutoff	Licence	Pricing
	o	o1-preview	84.6	128K	2023-10
	Claude	Claude 3.5 Sonnet	80	200k	2024-04
	Gemini	Gemini 1.5 Pro	79.7	2M	2023-04
	Grok	Grok-2	None (~78)	25k	Unknown
	Yi	Yi-Lightning	None (~77.2)	32k	Unknown
	ChatGPT	GPT-4o	76.2	128K	2023-10
	Qwen	Qwen-Max	75	132K	Unknown
	Sonar	Sonar Huge	71.9	128k	Online
	Reka	Reka Core	56.8	128k	Online
	LFM	LFM 40B MoE	None (~60+)	128k	Unknown

Other Proprietary Model Family Variants

Organization	Model Familly	Best Model	Quality Index	Context Window*	Knowledge Cutoff	Pricing	Licence
	o	o1-mini	81.6	128K	2023-10
	ChatGPT	GPT-4o-mini	71.4	128K	2023-10
		GPT-4-Turbo	74.3	128K	2023-12
		GPT-3.5-Turbo	52.8	4K	2021-09
	Claude	Claude 3.5 Haiku	69	200k	2023-08
		Claude 3 Opus	70.3	200k	2023-08
		Claude 3 Sonnet	57.2	200k	2023-08
		Claude 3 Haiku	54.2	200k	2023-08
	Gemini	Gemini 1.5 Flash	68.0	2M	2023-11
	Sonar	Sonar Large	62.1	128k	Online
	Reka	Reka-Flash-21B-Online	46.2	128K	Online
		Reka-Flash-21B	46.2	64K	2023-11
	Grok	Grok-2-mini	None (~66)	128K	Unknown
	LFM	LFM 3B	None (~30+)	128k	Unknown
		LFM 1B	None (~20+)	128k	Unknown
	Yi	Yi-Large	58.3	32k	Unknown
		Yi-Lightning-lite	None (~70)	32k	Unknown

Tool	Description	Models	Pricing
AI21 Labs	Known for their language models like Jurassic-1 Jumbo focused on quality, safety, and controllability.	Jamba 1.5 Large and Jamba 1.5 mini
Amazon Web Services (AWS)	Offers models like Amazon CodeWhisperer for code generation and understanding through their SageMaker platform.	Large Panel of Open source and Proprietary Models
Anthropic	Known for their constitutional AI model Claude, focused on being helpful, harmless, and honest.	Claude 3.5 Models
Cerebras	An AI company that has developed innovative hardware and software solutions for AI computing.	Llama-3.1-70B-Instruct and Llama-3.1-8B-Instruct
Cohere	Provides an enterprise AI platform with models like Cohere Generate for custom content creation.	Command R and Command R+
Databricks	A unified, open analytics platform that provides tools and services for data processing, analytics, and artificial intelligence at scale.	Dbrx-instruct
DeepInfra	A platform that provides scalable and cost-effective infrastructure for deploying machine learning models.	Large Panel of Open source Models
Deepseek	An AI company that has developed several notable AI models and technologies	DeepSeek-V2.5
Fireworks	A comprehensive solution for companies looking to deploy AI into production, focusing on performance, cost-effectiveness, and developer experience.	Large Panel of Open source Models
Google	Provides models like LaMBDA, PaLM, and Bard for language understanding, generation, and multimodal AI tasks.	all Gemini Models
Groq	Specializes in high-performance AI inference with custom LPU (Language Processing Unit) hardware, offering models like Meta's Llama 3.	Llama-3.1-70B-Instruct and Llama-3.1-8B-Instruct
Hugging Face Spaces	The AI dedicated github, Offers a platform with most open-source models like BERT, GPT-Neo, and Llama for various AI tasks.	Large Panel of Open source Models
LeptonAI	A platform that provides cloud-based infrastructure and tools for deploying and running AI applications efficiently.	Large Panel of Open source Models
Microsoft Azure	A comprehensive suite of AI services and tools designed to help developers and organizations build, deploy, and manage AI applications at scale.	Large Panel of Open source and Proprietary Models
Mistral AI	A French artificial intelligence company that specializes in developing large language models (LLMs) and AI products.	Mistral Large 2 and Codestral-22B-v0.1
OctoAI	A full-stack inference platform designed specifically for generative AI applications.	Large Panel of Open source Models
OpenAI	Offers models like GPT-4, DALL-E, and Whisper for natural language processing, image generation, and speech recognition.	o1-preview and GPT-4o
OpenRouter	A versatile platform designed to provide access to a wide range of large language models (LLMs) from both proprietary and open-source sources.	Large Panel of Open source and Proprietary Models
Perplexity Labs	An online platform that provides free access to various powerful open-source large language models (LLMs) for experimentation and use in a wide range of applications.	Sonar Huge and Sonar Large
Poe	An AI chatbot aggregator platform developed by Quora that provides users access to multiple advanced language models and chatbots within a single interface.	Large Panel of Open source and Proprietary Models
Reka	An AI company that develops advanced multimodal AI models and technologies.	Reka Models
Replicate	A cloud platform that allows developers to easily run and deploy open-source machine learning models.	Large Panel of Open source Models
SambaNova	An artificial intelligence company that provides a comprehensive AI platform for enterprises.	Llama-3.1-70B-Instruct and Llama-3.1-8B-Instruct
Together	A cloud platform designed for building and running generative AI applications.	Large Panel of Open source Models
Vercel	A powerful tool for developers looking to explore and integrate various AI models into their applications efficiently.	Large Panel of Open source and Proprietary Models

Fine-tuned Large Language Models (LLMs) refer to AI models that have been specifically adapted for a particular domain, task, or dataset. This adaptation significantly enhances their performance and accuracy within that specific context, compared to training them on more general-purpose datasets.

Organization	Model Familly	Best Model	Model Sizes	Pass@1*	Context Window*
	Qwen2.5 Coder	Qwen2.5-Coder-32B-Instruct	32B	46.6	132K
	Deepseek-coder	DeepSeek-Coder-V2-Instruct	236B	41.7	128K
	Codestral	Codestral-22B-v0.1	22B	31.8	33K
	Yi-Coder	Yi-Coder-9B-Chat	9B	29.2	128K
	OpenCodeInterpreter	OpenCodeInterpreter-DS-33B	33B	26.7	8K
	Mamba-Codestral	Mamba-Codestral-7B-v0.1	7B	21.1	256k
	Granite Code	Granite-34b-code-instruct-8k	34B	19.8	8k
	CodeQwen	CodeQwen1.5-7B-Chat	7B	19.6	64K
	CodeGeex	Codegeex4-all-9b	9B	17.8	128K
	Starcoder	Starcoder2-15b	15B	14.8	4K
	CodeLlama	CodeLlama-70b-Instruct-hf	70B	13.3	16K
	Codegemma	Codegemma-1.1-7b-it	7B	13.1	8K

Other Coding Open source Models Family Variants

Organization	Model Familly	Best Model	Model Sizes	Pass@1*	Context Window*
	Qwen2.5 Coder	Qwen2.5-Coder-14B-Instruct	14B	40	132K
		Qwen2.5-Coder-7B-Instruct	7B	34	132K
		Qwen2.5-Coder-3B-Instruct	3B	26	132K
		Qwen2.5-Coder-1.5B-Instruct	1.5B	18	132K
		Qwen2.5-Coder-0.5B-Instruct	0.5B	10	132K
	Deepseek-coder-V2	DeepSeek-Coder-V2-Lite-Instruct	16B	28.3	128K
	Yi-Coder	Yi-Coder-1.5B-Chat	1.5B	15	128K
	OpenCodeInterpreter	OpenCodeInterpreter-DS-6.7B	6.7B	19.8	8K
		OpenCodeInterpreter-DS-1.3B	1.3B	8.6	8K
	Granite Code	Granite-20b-code-instruct-8k	20B	13	8k
		Granite-8b-code-instruct-128k	8B	10	128k
		Granite-3b-code-instruct-128k	3B	8	128k
	Starcoder	Starcoder2-7b	7B	9	4K
		Starcoder2-3b	3B	6	4K

Code assistance models provide contextual suggestions and autocompletion through real-time syntax analysis, accelerating development workflows and improving code quality.

Tool	Description	Licence	Pricing
Aider	an AI-powered pair programming tool designed to assist developers in writing and editing code directly from the command line.
AskCodi	An AI-powered coding assistant that offers code suggestions, debugging help, and explanations for code snippets.
Blackbox	An AI platform that helps businesses automate processes, make predictions, and optimize decision-making.
Boxy	An AI coding assistant by CodeSandbox providing real-time code suggestions and completions.
Codeium	An AI-powered code completion tool that helps developers write code faster and more accurately.
CodeWhisperer	Developed by Amazon, provide real-time code suggestions and completions.
Codium	An AI-powered tool that analyze your code, docstring, and comments and suggests tests as you code.
Copilot	Developed by GitHub and OpenAI, provide real-time code suggestions and completions.
Continue	An open-source autopilot for software development that enables developers to create their own AI code assistant within their integrated development environment (IDE) like VS Code or JetBrains IDEs.
JetBrains AI	JetBrains is working on integrating AI capabilities into their development tools.
Llamacoder	An open source Claude Artifacts – generate small apps with one prompt.
Open Interpreter	Open Interpreter is an innovative open-source project that allows language models to execute code on a user's computer to complete various tasks.
Replit AI	A coding assistant and tutorial platform developed by Replit, offering code suggestions and explanations.
Tabnine	An AI-powered code completion tool that helps developers write code faster and more accurately.

Integrated Development Environments (IDEs) leverage LLM capabilities for code generation, real-time analysis, and syntax optimization, enabling automated code review and contextual development assistance.

Tool	Description	OS	Models	Licence	Pricing
Avante	a Neovim plugin designed to emulate the behaviour of the Cursor AI IDE.	All	Claude 3.5 Sonnet / GPT4-o / Locally provided Models
Cursor	A new generation of AI-integrated development environments, aiming to streamline the coding process and boost developer productivity through intelligent assistance and code generation capabilities.	All	Claude 3.5 Sonnet / GPT4-o / Cursor-small
Visual Studio Code with Extensions	A popular, free source-code editor developed by Microsoft.	All	Claude 3.5 Sonnet / GPT4-o / Locally provided Models
Zed	A high-performance, next-generation code editor designed for collaborative coding and integration with AI.	All	Claude 3.5 Sonnet / GPT4-o / Locally provided Models

Models optimized for mathematical reasoning and computation through specialized training architectures.

Organization	Model Familly	Best Model	Model Sizes	Score	Context Window*
	Qwen2.5 Math	Qwen2.5-Math-72B-Instruct	72B	90.35	132K
	NuminaMath	NuminaMath-72B-CoT	72B	78.75	128K
	InternLM2-Math-Plus	Internlm2-math-plus-mixtral8x22b	141B	74.95	65K
	Deepseek-math	Deepseek-math-7b-instruct	7B	69.95	4K
	Mathstral	Mathstral-7B-v0.1	7B	66.85	4K

Other Open source Models Family Variants

Organization	Model Familly	Best Model	Model Sizes	Score	Context Window*
	Qwen2.5 Math	Qwen2.5-Math-7B-Instruct	7B	89.9	132K
		Qwen2.5-Math-1.5B-Instruct	1.5B	81.8	132K
	InternLM2-Math-Plus	Internlm2-math-plus-20B	20B	70.75	4K
		Internlm2-math-plus-7B	7B	69.4	4K
		Internlm2-math-plus-1.8B	1.8B	47.9	4K
	NuminaMath	NuminaMath-7B-CoT	7B	65.3	4K

Models modified to operate without standard content filtering mechanisms, enabling unrestricted response generation beyond typical LLM safeguards.

Organization	Model Familly	Best Model	Model Sizes	Quality Index	Context Window*
	Hermes 3	Hermes-3-Llama-3.1-405B	405B	71.9	128K
Maxime Labonne	Abliterated	Llama-3.1-70B-Instruct-lorablated	70B	65.3	128K
	Dolphin 2.9.3	Dolphin-2.9.3-Yi-1.5-34B-32k	34B	60.2	65K
	OpenHermes-2.5	OpenHermes-2.5-Mistral-7B	7B	34	32K

Other Open source Models Family Variants

Organization	Model Familly	Best Model	Model Sizes	Quality Index	Context Window*
NousResearch	Hermes 3	Hermes-3-Llama-3.1-70B	72B	65.3	128K
		Hermes-3-Llama-3.1-8B	1.5B	53.15	128K
Maxime Labonne	Abliterated	Meta-Llama-3.1-8B-Instruct-abliterated	8B	53.15	128K
		NeuralLlama-3-8B-Instruct-abliterated	8B	53.15	128K
		Daredevil-8B-abliterated	8B	53.15	8K
Cognitive Computations	Dolphin 2.9.3	Dolphin-2.9.3-llama-3-8	8B	53.15	8K
		Dolphin-2.9.3-mistral-nemo-12b	12B	51.9	128K

Vision Language Models (VLMs) integrate visual perception and language processing architectures to enable multi-modal understanding and generation. Technical details available on Huggingface.co.

Deploy these open-source models locally using our Local LLM Deployment Guide : How to run LLMs locally on your machine.

Organization	Model	Model Sizes	Score	Licence	Pricing
	Molmo-72B	72B	81.2
	Qwen2-VL-72B-Instruct	72B	79.4
	NVLM-D-72B	72B	79.2
	Pixtral-Large-Instruct	123B	79.1
	Molmo-7B-D	7B	77.3
	InternVL2-Llama3-76B	76B	77.1
	LLaVA-OneVision-72B	72B	76.6
	Llama-3.2V-11B-cot	11B	75.3
	Qwen-VL-7B	7B	73.7
	LLaVA-OneVision-7B	7B	72
	Llama-3.2-90B-Vision-Instruct	90B	70.1
	Pixtral-12B	12B	69.5
	InternVL2-8B	8B	69.4
	MolmoE-1B	1B	68.6
	Aria	25.3B	65.8
	Llama-3.2-11B-Vision-Instruct	11B	64.3
	Janus-1.3B	1.3B	60.2
	Phi-3.5-vision-instruct	4.15B	59.7
	SmolVLM-Instruct	2.25B	55.96

Organization	Model	Score	Licence	Pricing
	GPT-4o	78.5
	Gemini 1.5 Pro	78.3
	Claude-3.5 Sonnet	76.7
	Gemini 1.5 Flash	75.1
	GPT-4V	71.1
	Claude-3 Opus	66.7
	Claude-3 Haiku	65.3

Additional Tools section features specialized applications and multi-purpose models beyond standard categorization, including language learning systems and versatile frameworks.

Language learning systems implementing adaptive instruction algorithms and automated feedback mechanisms.

Tool	Description	Licence	Pricing
Conversly	A language learning app that allows users to practice conversing and improve their speaking and listening skills in a new language.
Duolingo max	New premium subscription tier from Duolingo that incorporates advanced AI technology, specifically OpenAI's GPT-4, to provide enhanced language learning features and exercises.
Langotalk	An AI-powered language learning tool that helps users learn languages like Spanish, English, French, German, Dutch, or Italian.
Lingolette	An AI-powered language learning tool that focuses on improving spoken and written fluency through interactive conversations and personalized lessons.
Proseable	An AI-powered language learning tool designed to help users improve their conversational skills and fluency in a new language through interactive practice and personalized feedback.

Meeting analysis systems employ speech recognition and natural language processing (NLP) to generate transcripts and extract key discussion points through automated summarization algorithms.

Tool	Description	Licence	Pricing
Airgram	Industry leader proprietary tool for generating speech from text using deep learning.
Fireflies	An AI Meeting Assistant tool that offers a range of features to enhance meeting productivity.
Otter	AI Meeting Assistant tool that transcribes meetings in real-time, records audio, captures slides, extracts action items, and generates AI meeting summaries
Tactiq	A powerful tool that provides live transcriptions and insightful AI summaries for meetings conducted on platforms like Google Meet, Zoom, and MS Teams.
Tldv	A powerful tool designed to record, transcribe, and share online meetings on platforms like Google Meet and Zoom.

Presentation generation systems implement content structuring algorithms and design optimization frameworks to automate slide creation and layout composition.

Tool	Description	Licence	Pricing
Gamma	An innovative tool that harnesses artificial intelligence to create professional presentations, documents, and webpages swiftly and efficiently.
MagicSlides	A powerful tool that leverages artificial intelligence to create professional presentations quickly and effortlessly.
PlusAI	An advanced AI tool that integrates with Google Slides and Google Docs to assist users in creating professional presentations and well-written documents efficiently.
Prezo	An AI-powered presentation platform that combines slides, documents, and websites into a single workspace.
SlidesPilot	An innovative tool designed to streamline the creation of professional and visually appealing presentation slides.

Multi-modal productivity systems integrating content generation, research synthesis, and visual design capabilities within unified workflows.

Tool	Description	Licence	Pricing
BeeyondAI	AI digital assistant that offers a wide range of tools to enhance productivity and creativity across various aspects of life.
Cerebrella	A versatile tool for organizing and designing content, brainstorming ideas, writing, researching, and creating visuals.
Copilot	An AI assistant developed by Microsoft, designed to enhance productivity and creativity for users.
GitMind	An AI-powered mind mapping and brainstorming tool that helps users create visual representations of ideas, concepts, and information.
Hyperis	AI-driven assistant app designed to help users prioritize tasks, focus on important work, and boost creativity.
KPU	A revolutionary Knowledge Processing Unit by Maisa AI that enhances the reasoning capabilities of large language models.
Odyssey	a macOS application that allows users to visually connect and run various AI models and other tools without coding, making it a versatile platform for creative and automation tasks.
Ultra-Attention	AI-powered software solution designed specifically for freelancers and remote workers to help them conquer distractions, boost focus, and enhance productivity.

Website generation platforms utilize automated design frameworks and code synthesis algorithms to transform content inputs into deployed web applications, streamlining development workflows.

Tool	Description	Licence	Pricing
10web	An AI-powered website building platform that allows users to create websites quickly and easily using artificial intelligence.
B12	An AI-powered website builder platform designed specifically for professional service providers and businesses.
Carrd	A website-building platform designed for creating simple, fully responsive one-page sites.
Framer	A comprehensive web design and prototyping tool that combines visual design, interactive prototyping, CMS capabilities, AI-powered tools, and collaboration features into a single platform.
Hostinger	A powerful tool that allows users to create a fully functional website using artificial intelligence in just a few simple steps.
Limecube	An AI-driven, code-free solution for small businesses to quickly build a professional, on-brand website .
Odoo	Odoo's AI Website Builder aims to empower businesses of all sizes to easily build a professional, feature-rich online presence leveraging advanced AI capabilities, without any coding or design expertise required.
Relume	An AI-powered website building platform that aims to streamline and accelerate the design process for marketing websites.
Squarespace	A comprehensive website design tool that enables users to create professional-looking websites without the need for coding skills.
Studio.design	An AI-powered web design tool that aims to revolutionize the website building process for designers and creatives.
Uimagic	A powerful AI-driven web design solution that aims to streamline the website creation process by generating tailored designs, content, and visuals using advanced AI capabilities.
Webflow	A powerful visual web development platform that allows users to design, build, and launch responsive websites without writing code.
Wegic	An innovative AI-powered web design and development tool that simplifies the process of creating websites through a conversational interface
Wix	Wix AI Website Builder utilizes advanced artificial intelligence and natural language processing to automatically generate a complete, professional website tailored to the user's specific business needs and preferences.