Cake AI vs. Rafay 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 Founded in 2017, Rafay transforms compute infrastructure into AI platforms, self-service cloud environments, and revenue-generating services — for enterprises, neoclouds, and sovereign AI clouds. From the moment hardware is racked — GPUs, VMs, bare metal, or any compute type — Rafay makes it immediately productive. Enterprises get developer self-service, AI workload delivery, and governance at scale. Cloud providers and sovereign clouds get the complete platform to launch AI services and monetize compute investment, including Token Factory for token-metered AI delivery and SLURM-as-a-Service for elastic HPC. Rafay is the only NVIDIA-certified reference architecture for GPU infrastructure delivery. GigaOm Leader and Outperformer, Kubernetes and AI Infrastructure Management, 2025.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Companies and teams requiring a solution to build, deploy, and manage AI applications	Audience Enterprises, neoclouds, telcos, sovereign AI clouds, and service providers looking to transform GPU infrastructure into secure, self-service platforms for AI innovation, consumption, and monetization.
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
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Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
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 Supported Webinars Not Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Cake AI Founded: 2022 United States www.cake.ai/	Company Information Rafay Founded: 2017 United States rafay.co
Alternatives Runpod	Alternatives Appvia Wayfinder Appvia
Fluidstack	D2iQ
Replicate	Saturn Cloud
Impossible Cloud	Mistral Compute Mistral
NVIDIA Run:ai NVIDIA View All	OneSource Cloud View All
Categories AI Fine-Tuning Supported AI Infrastructure Supported Cloud GPU Supported	Categories AI Infrastructure Supported Cloud GPU Supported Container Management Supported

Integrations Amazon Web Services (AWS) Supported Apache Airflow Supported Apache Superset Supported Azure Kubernetes Service (AKS) Not Supported Chroma Supported Claude Supported Gemini Supported Gemma Supported Google Kubernetes Engine (GKE) Not Supported Langflow Supported LlamaIndex Supported Microsoft Azure Not Supported Mistral AI Supported Neo4j Supported OpenAI Supported Phi-3 Supported Prefect Supported dbt Supported pgvector Supported promptfoo Supported Show More Integrations View All 25 Integrations	Integrations Amazon Web Services (AWS) Supported Apache Airflow Not Supported Apache Superset Not Supported Azure Kubernetes Service (AKS) Supported Chroma Not Supported Claude Not Supported Gemini Not Supported Gemma Not Supported Google Kubernetes Engine (GKE) Supported Langflow Not Supported LlamaIndex Not Supported Microsoft Azure Supported Mistral AI Not Supported Neo4j Not Supported OpenAI Not Supported Phi-3 Not Supported Prefect Not Supported dbt Not Supported pgvector Not Supported promptfoo Not Supported Show More Integrations View All 10 Integrations
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