
Open-source platform for collaborating on machine learning models, datasets, and applications.
Hugging Face — AI Model Hub is the platform where the machine learning community collaborates on models, datasets, and applications. It hosts over two million models and enables developers to discover, compare, and integrate AI models from various providers with standardized metadata and capability benchmarks.
The hub provides tools for model versioning, inference APIs, and collaborative spaces, making it a central resource for researchers and engineers working with transformer-based and generative AI systems across multiple frameworks and runtimes.


Models.dev is an open-source directory and API for discovering and comparing AI models.



Azure Machine Learning is a managed platform for building, training, deploying, and governing machine learning models.


Pipeshift's platform provides infrastructure for fine-tuning, inference, and orchestration of open-source AI models.



Tools for building, deploying, evaluating, and governing enterprise AI and machine learning systems.




Portkey AI provides a gateway platform for managing and observing large language model deployments.


Train models on B200s, T4s and inference-optimized infra with one-click deploy to production.



ONNX Runtime is a cross-platform inference and training accelerator for machine-learning models.


Hosted gateway for routing and governing traffic across hosted and self-hosted AI models.


Open-weights frontier language model family with a 1M-token context window and native text, image, and audio modalities.


Secure enterprise portal for multiple large language model platforms with reusable language skills and usage-based pricing.
Models.dev is an open-source directory and API for discovering and comparing AI models.

Machine Learning Platform competing enterprise offering.

Azure Machine Learning is a managed platform for building, training, deploying, and governing machine learning models.

Pipeshift's platform provides infrastructure for fine-tuning, inference, and orchestration of open-source AI models.

Machine Learning Platform enterprise software offering.

Tools for building, deploying, evaluating, and governing enterprise AI and machine learning systems.

Replicate is a platform for running machine learning models via a simple cloud API, direct competitor to Cloudflare AI inference.

An open-source AI gateway and proxy that calls many large language model APIs in the OpenAI format.

Portkey AI provides a gateway platform for managing and observing large language model deployments.

Train models on B200s, T4s and inference-optimized infra with one-click deploy to production.

Custom AI model builder for enterprise infrastructure.

ONNX Runtime is a cross-platform inference and training accelerator for machine-learning models.

Hosted gateway for routing and governing traffic across hosted and self-hosted AI models.

Open-weights frontier language model family with a 1M-token context window and native text, image, and audio modalities.

Secure enterprise portal for multiple large language model platforms with reusable language skills and usage-based pricing.
