Cake AI vs. Nebius Comparison


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About Cake AI is a comprehensive AI infrastructure platform that enables teams to build and deploy AI applications using hundreds of pre-integrated open source components, offering complete visibility and control. It provides a curated, end-to-end selection of fully managed, best-in-class commercial and open source AI tools, with pre-built integrations across the full breadth of components needed to move an AI application into production. Cake supports dynamic autoscaling, comprehensive security measures including role-based access control and encryption, advanced monitoring, and infrastructure flexibility across various environments, including Kubernetes clusters and cloud services such as AWS. Its data layer equips teams with tools for data ingestion, transformation, and analytics, leveraging tools like Airflow, DBT, Prefect, Metabase, and Superset. For AI operations, Cake integrates with model catalogs like Hugging Face and supports modular workflows using LangChain, LlamaIndex, and more.	About Training-ready platform with NVIDIA® H100 Tensor Core GPUs. Competitive pricing. Dedicated support. Built for large-scale ML workloads: Get the most out of multihost training on thousands of H100 GPUs of full mesh connection with latest InfiniBand network up to 3.2Tb/s per host. Best value for money: Save at least 50% on your GPU compute compared to major public cloud providers*. Save even more with reserves and volumes of GPUs. Onboarding assistance: We guarantee a dedicated engineer support to ensure seamless platform adoption. Get your infrastructure optimized and k8s deployed. Fully managed Kubernetes: Simplify the deployment, scaling and management of ML frameworks on Kubernetes and use Managed Kubernetes for multi-node GPU training. Marketplace with ML frameworks: Explore our Marketplace with its ML-focused libraries, applications, frameworks and tools to streamline your model training. Easy to use. We provide all our new users with a 1-month trial period.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Companies and teams requiring a solution to build, deploy, and manage AI applications	Audience Founders of AI startups, ML engineers, MLOps engineers, and any roles interested in optimizing compute resources for their AI/ML tasks
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing $2.66/hour Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Cake AI Founded: 2022 United States www.cake.ai/	Company Information Nebius Founded: 2022 Netherlands nebius.ai/
Alternatives Runpod	Alternatives Runpod
Impossible Cloud	CoreWeave
Fluidstack	Dataoorts GPU Cloud Dataoorts
Replicate	Gemini Enterprise Agent Platform Google
NVIDIA Run:ai NVIDIA View All	TensorWave View All
Categories AI Fine-Tuning AI Infrastructure Cloud GPU	Categories AI Cloud Providers AI Image Generators AI Inference AI Infrastructure AI/ML Model Training Cloud GPU Cloud Service Providers Data Preparation LLM API Machine Learning Object Storage Virtual Private Cloud (VPC)

Integrations AI SpendOps Amazon Web Services (AWS) Apache Airflow Chroma Cohere DeepSpeed Gemma Hugging Face LangChain Langflow Llama LlamaIndex Metabase Milvus NVIDIA DGX Cloud Serverless Inference Nebius Token Factory Prefect Shadeform dbt pgvector Show More Integrations View All 25 Integrations	Integrations AI SpendOps Amazon Web Services (AWS) Apache Airflow Chroma Cohere DeepSpeed Gemma Hugging Face LangChain Langflow Llama LlamaIndex Metabase Milvus NVIDIA DGX Cloud Serverless Inference Nebius Token Factory Prefect Shadeform dbt pgvector Show More Integrations View All 5 Integrations
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