AI Model Hosting - Directory w/ AI Reviews

Running AI models in production requires infrastructure optimized for latency, throughput, and cost. Hugging Face's Inference Endpoints and Replicate let developers deploy any model behind a REST API in minutes. Ollama and Together AI make it easy to run open-weight models locally or in the cloud, while Groq's LPU inference chips deliver sub-100ms response times for real-time applications.

Hugging Face 1 4.8 Hugging Face Freemium Free Plan API Open Source Enterprise 3 reviews Hugging Face is the largest open platform for hosting AI models, with over 500,000 models available for download and deployment. It provides Inference Endpoints for deploying models on dedicated infrastructure, free Inference API for testing, and Spaces for hosting interactive ML applications, makin OpenAI API Platform 2 4.8 OpenAI API Platform Paid API Enterprise 2 reviews OpenAI hosts and serves its full suite of AI models through managed infrastructure, handling all aspects of GPU provisioning, scaling, and availability. The platform provides endpoints for language models, image generation, speech processing, and embeddings, with the Assistants API offering stateful Ollama 3 4.7 Ollama Free Free Plan Open Source 2 reviews Ollama enables local model hosting by serving LLMs through a REST API on the user's own hardware. Its OpenAI-compatible API format allows it to function as a local model server that integrates with development tools, web UIs, and applications, providing self-hosted model infrastructure without cloud Replicate 4 4.7 Replicate Paid API Enterprise 2 reviews Replicate provides a managed platform for hosting and serving AI models via API. Users can deploy thousands of pre-built open-source models or publish their own using the Cog containerization tool, with automatic GPU provisioning, scaling from zero, and pay-per-use billing that eliminates idle infra Together AI 5 4.6 Together AI Paid API Enterprise 2 reviews Together AI hosts and serves hundreds of open-source AI models on optimized infrastructure. Developers can deploy models through the shared inference API for cost-effective serving or provision dedicated endpoints for guaranteed capacity, with the platform handling all infrastructure management. Anthropic API 6 4.6 Anthropic API Paid API Enterprise 3 reviews Anthropic hosts and serves all Claude models through its managed API infrastructure, handling GPU provisioning, scaling, and reliability. The API is also available through Amazon Bedrock and Google Cloud Vertex AI, giving developers multiple hosting options for accessing Claude models in their prefe Roboflow 7 4.4 Roboflow Freemium Free Plan API Open Source Enterprise 2 reviews Roboflow provides hosted inference APIs for deploying computer vision models in production, with options for cloud hosting, edge deployment on devices like NVIDIA Jetson and Raspberry Pi, and self-hosted inference through the open-source Roboflow Inference server. This flexibility supports deploymen Databricks 8 4.4 Databricks Paid API Enterprise 3 reviews Databricks offers model serving through Mosaic AI, providing managed endpoints for deploying machine learning models and foundation models in production. The platform supports real-time and batch inference, automatic scaling, A/B testing, and model monitoring, along with Foundation Model APIs for ac Groq 9 4.4 Groq Freemium Free Plan API Enterprise 3 reviews Groq hosts and serves open-source AI models on its custom LPU hardware, providing managed inference infrastructure that delivers industry-leading speed. Organizations can access models through the shared API or deploy dedicated GroqRack systems for private, high-throughput model serving. Google AI Studio 10 4.2 Google AI Studio Free Free Plan API Enterprise 3 reviews Google AI Studio serves as a managed hosting platform for Gemini models, providing free-tier inference endpoints that developers can use immediately. Google handles all infrastructure, scaling, and availability, with the option to transition to Vertex AI for dedicated enterprise-grade model hosting Scale AI 11 4.0 Scale AI Paid API Enterprise 2 reviews Scale AI's Generative AI Platform enables enterprises to build, test, and deploy LLM-powered applications with tools for prompt engineering, model evaluation, fine-tuning data management, and application development. The platform supports the full lifecycle from model selection and customization thr