Cake AI vs. Fluidstack Comparison


Cake AI	Fluidstack
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Cake AI	Fluidstack
		Related Products Runpod Runpod offers a cloud-based platform designed for running AI workloads, focusing on providing scalable, on-demand GPU resources to accelerate machine learning (ML) model training and inference. With its diverse selection of powerful GPUs like the NVIDIA A100, RTX 3090, and H100, Runpod supports a wide range of AI applications, from deep learning to data processing. The platform is designed to minimize startup time, providing near-instant access to GPU pods, and ensures scalability with autoscaling capabilities for real-time AI model deployment. Runpod also offers serverless functionality, job queuing, and real-time analytics, making it an ideal solution for businesses needing flexible, cost-effective GPU resources without the hassle of managing infrastructure. 4.2 out of 5 stars 230 Ratings Visit Website for Runpod Compute with Hivenet Hivenet Compute gives you on-demand RTX 5090 and RTX Pro 6000 GPUs, plus vCPU instances, billed per second while they run. Hivenet owns and operates the infrastructure, with data centres in France, the UAE and the US, so EU teams can keep workloads and data in Europe. Use it for training and fine-tuning, inference, notebooks, rendering and batch jobs. Launch from ready-made templates in a few minutes, or automate everything through the public Compute API. If you'd rather not run the serving layer yourself, the Inference API gives you an OpenAI-compatible endpoint. Teams get organisations with role-based access, prepaid credits, and S3-compatible object storage alongside hivenet compute. 5.0 out of 5 stars 4 Ratings Visit Website for Compute with Hivenet Gemini platform Gemini platform is an enterprise AI development and machine learning platform from Google Cloud that enables organizations to build, customize, deploy, and manage AI agents and intelligent applications. Formerly known as Vertex AI, the platform provides access to more than 200 foundation models from Google, third-party providers, and open-source communities. Its Agent Studio and Agent Development Kit allow developers to create autonomous agents, design multistep workflows, and integrate artificial intelligence with enterprise data and external tools. The platform also supports custom model training, fine-tuning, machine learning pipelines, model evaluation, and scalable inference infrastructure. Enterprise capabilities include agent identity management, centralized governance, security policies, persistent memory, and monitoring tools for evaluating agent performance. Gemini platform integrates with BigQuery, Google Antigravity, Google Cloud infrastructure, and developer frameworks to support generative AI applications, predictive analytics, and automated business workflows. 4.3 out of 5 stars 1,178 Ratings Visit Website for Gemini platform Servers.com by Nexcess Servers.com by Nexcess provides hybrid bare metal cloud infrastructure designed to help businesses scale, customize, and manage their server environments from a unified platform. The company offers a range of solutions including Scalable Bare Metal, Enterprise Bare Metal, AI Compute, and Managed Kubernetes to support diverse workload requirements. Its global network of strategically located data centers helps organizations reduce latency and improve performance for users around the world. Servers.com serves industries such as gaming, fintech, adtech, streaming, SaaS, iGaming, and Web3, delivering reliable infrastructure tailored to each sector's needs. The platform combines dedicated bare metal resources with flexible deployment options to help businesses balance performance, scalability, and cost. With high-performance networking, resource isolation, and global connectivity, Servers.com enables organizations to support mission-critical applications and demanding workloads. 4.8 out of 5 stars 15 Ratings Visit Website for Servers.com by Nexcess IONOS Cloud GPU Servers IONOS GPU Servers provide an accelerated computing infrastructure designed to handle workloads that require significantly more processing power than traditional CPU-based systems. It integrates enterprise-grade NVIDIA GPUs such as the H100, H200, and L40s, as well as specialized AI accelerators like Intel Gaudi, enabling massive parallel processing for compute-intensive applications. GPU-accelerated instances extend cloud infrastructure with dedicated graphics processors so virtual machines can perform complex calculations and data-heavy operations much faster than conventional servers. It is particularly suitable for artificial intelligence, deep learning, and data science tasks that involve training models on large datasets or performing high-speed inference operations. It also supports big data analytics, scientific simulations, and visualization workloads such as 3D rendering or modeling that require high computational throughput. 4.6 out of 5 stars 45,816 Ratings Visit Website for IONOS Cloud GPU Servers Google Compute Engine Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines. Computing infrastructure in predefined or custom machine sizes to accelerate your cloud transformation. General purpose (E2, N1, N2, N2D) machines provide a good balance of price and performance. Compute optimized (C2) machines offer high-end vCPU performance for compute-intensive workloads. Memory optimized (M2) machines offer the highest memory and are great for in-memory databases. Accelerator optimized (A2) machines are based on the A100 GPU, for very demanding applications. Integrate Compute with other Google Cloud services such as AI/ML and data analytics. Make reservations to help ensure your applications have the capacity they need as they scale. Save money just for running Compute with sustained-use discounts, and achieve greater savings when you use committed-use discounts. 4.4 out of 5 stars 1,169 Ratings Visit Website for Google Compute Engine StackAI StackAI is an enterprise AI automation platform to build end-to-end internal tools and processes with AI agents in a fully compliant and secure way. Designed for large, regulated organizations, it enables teams to automate complex workflows across operations, compliance, finance, IT, and support without heavy engineering. With StackAI you can: • Connect knowledge bases (SharePoint, Confluence, Notion, Google Drive, databases) with versioning, citations, and access controls • Publish AI agents as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, or ServiceNow • Govern usage with enterprise security: SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, data residency, and cost controls • Route across OpenAI, Anthropic, Google, or local LLMs with guardrails, evaluations, and testing • Deploy in multi-tenant cloud, dedicated cloud, private cloud, or on-premise 4.5 out of 5 stars 55 Ratings Visit Website for StackAI Nexcess Managed Cloud Nexcess is a managed cloud hosting platform engineered to simplify infrastructure while delivering high performance, security, and scalability for business-critical workloads. It provides a fully integrated environment where cloud hosting, networking, compliance, application management, and automation are combined into a single platform, eliminating the need to stitch together multiple vendors or tools. It is designed to offload operational complexity, with expert teams handling orchestration, security, uptime, and system maintenance so users can focus on building and scaling their applications. It offers dedicated compute resources for predictable performance and cost control, along with fixed-cost billing that removes the unpredictability often associated with public cloud environments. Nexcess includes built-in governance and compliance features, with support for standards such as HIPAA and PCI-DSS, as well as continuous security monitoring, firewalls, and DDoS protection. 4.6 out of 5 stars 210 Ratings Visit Website for Nexcess Managed Cloud Apify Apify is a full-stack web scraping and automation platform helping anyone get value from the web. At its core is Apify Store, a marketplace with over 10,000 Actors where developers build, publish, and monetize automation tools. Actors are serverless cloud programs that extract data, automate web tasks, and run AI agents. Developers build them using JavaScript, Python, or Crawlee, Apify's open-source library. Build once, publish to Store, and earn when others use it. Thousands of developers do this - Apify handles infrastructure, billing, and monthly payouts. Apify Store has ready-made Actors for scraping Amazon, Google Maps, social media, tracking prices, lead-gen, and more. Actors handle proxies, CAPTCHAs, JavaScript rendering, headless browsers, and scaling. Everything runs on Apify's cloud with 99.95% uptime. SOC2, GDPR, and CCPA compliant. Integrate with Zapier, Make, n8n, and LangChain. Apify's MCP server lets AI like Claude dynamically discover and use Actors 4.8 out of 5 stars 1,859 Ratings Visit Website for Apify LM-Kit.NET LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. LM-Kit.NET covers the full range of capabilities production applications actually need: agentic workflows with tool calling, planning, and memory; document intelligence with OCR and structured extraction; retrieval-augmented generation with built-in vector storage; multilingual speech-to-text; vision and multimodal understanding; text analysis with classification, NER, PII extraction, and sentiment; and text generation with translation, summarization, and constrained output. Ships in one NuGet package, runs in-process with no sidecar services, and works across all major hardware acceleration backends. Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer. 4.8 out of 5 stars 29 Ratings Visit Website for LM-Kit.NET
Cake AI: 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.	Fluidstack: About Fluidstack is an AI infrastructure platform designed to provide high-performance compute resources for advanced workloads. It offers dedicated GPU clusters that are fully isolated and optimized for large-scale AI training and inference. The platform includes Atlas OS, a bare-metal operating system built to enable fast provisioning and efficient orchestration of AI infrastructure. Fluidstack also provides Lighthouse, a monitoring and optimization tool that ensures reliability and performance across workloads. Its infrastructure is designed for speed, scalability, and secure operations, with single-tenant environments by default. The platform supports enterprises, AI labs, and governments that require high-performance computing capabilities. Fluidstack emphasizes rapid deployment, enabling teams to access GPU resources quickly when needed. Overall, it delivers a powerful and secure solution for running AI workloads at scale.
Cake AI: 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	Fluidstack: 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
Cake AI: Audience Companies and teams requiring a solution to build, deploy, and manage AI applications	Fluidstack: Audience Fluidstack is ideal for AI labs, enterprises, and government organizations that need scalable, high-performance GPU infrastructure for large-scale AI and machine learning workloads
Cake AI: Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Fluidstack: Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
Cake AI: API Offers API Not Supported	Fluidstack: API Offers API Supported
Cake AI: Screenshots and Videos View more images or videos	Fluidstack: Screenshots and Videos View more images or videos
Cake AI: Pricing No information available. Free Version Not Supported Free Trial Not Supported	Fluidstack: Pricing No information available. Free Version Not Supported Free Trial Not Supported
Cake AI: 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	Fluidstack: 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

Cake AI: Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported	Fluidstack: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported
Cake AI: Company Information Cake AI Founded: 2022 United States www.cake.ai/	Fluidstack: Company Information Fluidstack Founded: 2017 United States www.fluidstack.io
Cake AI: Alternatives Runpod 4.2 out of 5 stars	Fluidstack: Alternatives Sesterce
Cake AI: Impossible Cloud	Fluidstack: HPC-AI
Cake AI: Fluidstack	Fluidstack: Together AI
Cake AI: Replicate	Fluidstack: Impossible Cloud
Cake AI: NVIDIA Run:ai NVIDIA View All	Fluidstack: Servers.com by Nexcess Nexcess 4.8 out of 5 stars View All
Cake AI: Categories AI Fine-Tuning Supported AI Infrastructure Supported Cloud GPU Supported	Fluidstack: Categories AI Cloud Providers Supported AI Fine-Tuning Supported AI Infrastructure Supported Cloud GPU Supported

Cake AI: Integrations Amazon Web Services (AWS) Supported Apache Superset Supported Chroma Supported Claude Supported Claude Duet Supported Cohere Supported CoreWeave Not Supported DeepSpeed Supported Gemini Supported Gemini Enterprise Supported Kubernetes Not Supported Microsoft Azure Not Supported Mistral AI Supported NVIDIA DGX Cloud Lepton Not Supported OpenAI Supported Oracle Cloud Infrastructure Not Supported Prefect Supported Slack Not Supported pgvector Supported promptfoo Supported Show More Integrations View All 27 Integrations	Fluidstack: Integrations Amazon Web Services (AWS) Supported Apache Superset Not Supported Chroma Not Supported Claude Not Supported Claude Duet Not Supported Cohere Not Supported CoreWeave Supported DeepSpeed Not Supported Gemini Not Supported Gemini Enterprise Not Supported Kubernetes Supported Microsoft Azure Supported Mistral AI Not Supported NVIDIA DGX Cloud Lepton Supported OpenAI Not Supported Oracle Cloud Infrastructure Supported Prefect Not Supported Slack Supported pgvector Not Supported promptfoo Not Supported Show More Integrations View All 9 Integrations
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