CentML vs. Nebius Comparison


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About CentML accelerates Machine Learning workloads by optimizing models to utilize hardware accelerators, like GPUs or TPUs, more efficiently and without affecting model accuracy. Our technology boosts training and inference speed, lowers compute costs, increases your AI-powered product margins, and boosts your engineering team's productivity. Software is no better than the team who built it. Our team is stacked with world-class machine learning and system researchers and engineers. Focus on your AI products and let our technology take care of optimum performance and lower cost for you.	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 searching for an optimization platform for ML training	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 CentML Founded: 2022 Canada centml.ai	Company Information Nebius Founded: 2022 Netherlands nebius.ai/
Alternatives Runpod	Alternatives Runpod
Nebius	CoreWeave
Together AI	Dataoorts GPU Cloud Dataoorts
Gemini Enterprise Agent Platform Google	Gemini Enterprise Agent Platform Google
Deep Infra View All	TensorWave View All
Categories AI Inference AI Infrastructure AI/ML Model Training LLM API Machine Learning	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) Google Cloud Platform Llama 4 Maverick Llama 4 Scout Microsoft Azure NVIDIA DGX Cloud Lepton NVIDIA DGX Cloud Serverless Inference Nebius Token Factory Shadeform View All 5 Integrations	Integrations AI SpendOps Amazon Web Services (AWS) Google Cloud Platform Llama 4 Maverick Llama 4 Scout Microsoft Azure NVIDIA DGX Cloud Lepton NVIDIA DGX Cloud Serverless Inference Nebius Token Factory Shadeform View All 5 Integrations
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