ClearML vs Livekit — Comparison

ClearML

Unlock enterprise-scale AI with ClearML’s AI Infrastructure Platform. Manage GPU clusters, streamline AI/ML workflows, and deploy GenAI models effortl

The ClearML AI Infrastructure Platform is a three-layer solution that delivers a smooth, scalable AI workflow from development to production at enterprise scale. The Infrastructure Control Plane allows you to connect and manage GPU clusters – whether on-premises, in the cloud, or both – ensuring high performance and cost optimization. It offers built-in security features like multi-tenancy, role-based access control, and billing. The AI Development Center provides a robust environment for developing, training, and testing AI models, accessible from anywhere. Finally, the GenAI App Engine effortlessly deploys LLMs onto your clusters, with ClearML handling networking, authentication, and security. Launch any GenAI workload with a single click, and let our scheduler handle the rest. From infrastructure management to AI development and deployment, ClearML streamlines your AI workflows, getting you up and running quickly and efficiently. Control and manage AI infrastructure and maximize compute utilization Streamline the AI/ML development from development to production Boost GenAI deployment with customizable workflows and managed access Drive superior results and lower cost on every AI workload with ClearML​ Derive more value from current infrastructure and delay future hardware purchases. reduction in compute and human capital costs Boost efficiency, cut costs, and accelerate time-to-market. Scale AI on your terms with unmatched flexibility from an agnostic solution. For larger teams with security and compliance needs, see our Scale and Enterprise options. Best for individuals, researchers, academia, and small teams working on projects Best for growing AI teams that require enhanced features and more automation For organizations with 8-48 GPUs Pay for What You Use | *VPC only For organizations with multiple large projects Get in touch with our team and we will assist you with building your business's custom ClearML license. Welcome to the documentation for ClearML, the end-to-end platform for streamlining AI development and deployment. ClearML consists of three essential layers: Each layer provides distinct functionality to ensure an efficient and scalable AI workflow from development to deployment. The AI Development Center offers a robust environment for developing, training, and testing AI models. It is designed to be cloud and on-premises agnostic, providing flexibility in deployment. The GenAI App Engine is designed to deploy large language models (LLM) into GPU clusters and manage various AI workloads, including Retrieval-Augmented Generation (RAG) tasks. This layer also handles networking, authentication, and role-based access control (RBAC) for deployed services. The Platform Management Center provides an administrative dashboard for all tenants across a ClearML deployment. It enables platform administrators to monitor tenant activity, usage, and costs. To begin using the ClearML, follow these steps: For detailed inst

Livekit

An open source framework and developer platform for building, testing, deploying, scaling, and observing agents in production.

Over 200,000 developers and teams, ranging from leading AI and robotics labs to Fortune 500 companies, use LiveKit as the default infrastructure layer for building AI that can interact with the world in real time.

ClearML

Livekit

ClearML

Livekit

ClearML

Livekit