Ranking system for open-source AI projects
In the ever-evolving world of artificial intelligence (AI), a curated leaderboard showcases the most popular and innovative open source projects on GitHub. Updated weekly, this AI Leaderboard offers valuable insights for developers, researchers, and AI enthusiasts alike.
The leaderboard features a variety of projects, including foundational frameworks like TensorFlow and PyTorch, cutting-edge language models such as LLaMA, and innovative tools like LangChain. It also provides insights into community growth, contributor engagement, and emerging trends in the AI development landscape.
One of the key highlights of the AI Leaderboard is its association with additional resources. Subscription to these insights can be found at BusinessEngineer.ai.
According to multiple curated lists, the top AI open source projects on GitHub in 2025 include TensorFlow, DeepMind Lab, PyTorch, Prophet, Microsoft Cognitive Toolkit (CNTK), Open Neural Network Exchange (ONNX), Watson Developer Cloud: Java SDK, OpenCV, Hugging Face Transformers, and Keras.
While there isn't a single public "AI Leaderboard" that ranks open source AI projects comprehensively, the rankings can be loosely inferred from GitHub metrics such as stars, forks, community activity, and industry adoption. For instance, TensorFlow, with over 180,000 stars, remains the most popular AI framework, while PyTorch, with over 110,000 stars, is a leading competitor. Hugging Face Transformers, with over 60,000 stars, is the top NLP library.
Newer projects like GPT-Pilot and DIFY are rapidly gaining traction. GPT-Pilot, an autonomous AI agent framework based on GPT, has garnered 32,600 stars for its complex workflow automation capabilities. DIFY, an AI model management tool, is growing in popularity, facilitating model debugging and scenario building with a visual interface.
The AI open source ecosystem is rapidly evolving, with projects gaining thousands of stars daily. Keep an eye on this space as the future of AI continues to take shape.
Business growth in the field of technology is significantly influenced by the popular open source AI frameworks like TensorFlow and PyTorch, which are featured on the AI Leaderboard. These frameworks, along with cutting-edge projects such as GPT-Pilot and AI tools like LangChain, are driving growth in the AI development landscape, as indicated by the AI Leaderboard and GitHub metrics.
