Baseten vs. Fluidstack Comparison


Baseten	Fluidstack
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Baseten	Fluidstack
		Related Products 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 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 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 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 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 Anaconda Anaconda is an AI-native development platform that helps teams move from experimentation to production with trusted open-source packages, governed environments, and production-grade orchestration. The platform provides a secure foundation for Python, data science, machine learning, and AI development across the full model lifecycle. Anaconda Core helps teams manage complex Python dependencies with validated packages, automated security scanning, and intelligent conflict resolution. The Anaconda Platform supports governed AI development so organizations can reduce broken environments, stalled deployments, and unmanaged open-source risk. Its trusted distribution is used by millions of users, developers, contributors, organizations, and Fortune 500 companies. Built for enterprise AI teams, Anaconda helps organizations accelerate open-source AI innovation while maintaining control, security, and governance. 4.4 out of 5 stars 626 Ratings Visit Website for Anaconda 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 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 Google Cloud Platform Google Cloud is a cloud-based service that allows you to create anything from simple websites to complex applications for businesses of all sizes. New customers get $300 in free credits to run, test, and deploy workloads. All customers can use 25+ products for free, up to monthly usage limits. Use Google's core infrastructure, data analytics & machine learning. Secure and fully featured for all enterprises. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and messaging. 4.5 out of 5 stars 61,093 Ratings Visit Website for Google Cloud Platform
Baseten: About Baseten is a high-performance platform designed for mission-critical AI inference workloads. It supports serving open-source, custom, and fine-tuned AI models on infrastructure built specifically for production scale. Users can deploy models on Baseten’s cloud, their own cloud, or in a hybrid setup, ensuring flexibility and scalability. The platform offers inference-optimized infrastructure that enables fast training and seamless developer workflows. Baseten also provides specialized performance optimizations tailored for generative AI applications such as image generation, transcription, text-to-speech, and large language models. With 99.99% uptime, low latency, and support from forward deployed engineers, Baseten aims to help teams bring AI products to market quickly and reliably.	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.
Baseten: 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
Baseten: Audience AI engineering and machine learning teams looking for scalable, high-performance inference infrastructure with flexible deployment options and expert support	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
Baseten: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Fluidstack: Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
Baseten: API Offers API Supported	Fluidstack: API Offers API Supported
Baseten: Screenshots and Videos View more images or videos	Fluidstack: Screenshots and Videos View more images or videos
Baseten: Pricing Free Free Version Supported Free Trial Not Supported	Fluidstack: Pricing No information available. Free Version Not Supported Free Trial Not Supported
Baseten: 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

Baseten: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Fluidstack: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported
Baseten: Company Information Baseten Founded: 2019 United States www.baseten.co	Fluidstack: Company Information Fluidstack Founded: 2017 United States www.fluidstack.io
Baseten: Alternatives Featherless AI	Fluidstack: Alternatives Sesterce
Baseten: Hedra	Fluidstack: HPC-AI
Baseten: Modal Modal Labs	Fluidstack: Together AI
Baseten: Intel Tiber AI Cloud Intel	Fluidstack: Impossible Cloud
Baseten: Gemini platform Google 4.3 out of 5 stars View All	Fluidstack: Servers.com by Nexcess Nexcess 4.8 out of 5 stars View All
Baseten: Categories AI Cloud Providers Supported AI Inference Supported AI Infrastructure Supported Cloud GPU Supported ML Model Deployment Supported	Fluidstack: Categories AI Cloud Providers Supported AI Fine-Tuning Supported AI Infrastructure Supported Cloud GPU Supported

Baseten: Integrations BGE Supported CoreWeave Not Supported DeepSeek R1 Supported Kubernetes Not Supported LiteLLM Supported Llama 3.1 Supported Llama 3.2 Supported MARS6 Supported Mercury 3 Supported Microsoft Azure Not Supported Mixedbread Supported Muse Spark Open Supported NVIDIA DGX Cloud Lepton Not Supported Nemotron 3.5 Bolt Supported Nomic Embed Supported Oracle Cloud Infrastructure Not Supported Qwen3 Supported Stable Diffusion Supported Tülu 3 Supported ZenCtrl Supported Show More Integrations View All 23 Integrations	Fluidstack: Integrations BGE Not Supported CoreWeave Supported DeepSeek R1 Not Supported Kubernetes Supported LiteLLM Not Supported Llama 3.1 Not Supported Llama 3.2 Not Supported MARS6 Not Supported Mercury 3 Not Supported Microsoft Azure Supported Mixedbread Not Supported Muse Spark Open Not Supported NVIDIA DGX Cloud Lepton Supported Nemotron 3.5 Bolt Not Supported Nomic Embed Not Supported Oracle Cloud Infrastructure Supported Qwen3 Not Supported Stable Diffusion Not Supported Tülu 3 Not Supported ZenCtrl Not Supported Show More Integrations View All 9 Integrations
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