Nebius

What Nebius does

Nebius AI Cloud provides a powerful full-stack infrastructure for AI developers and practitioners across startups, enterprises, and science institutes. It enables building and deploying generative AI applications and rapidly delivering scientific breakthroughs by training and running ML models within a secure, high-performance, and cost-optimized cloud environment. The platform supports the entire AI journey, from data and model training and tuning to production runtime and deployment, offering custom hardware with non-virtualized GPUs and InfiniBand, MLOps tooling, serverless and managed inference, and flexible consumption options. Nebius also offers specialized services like Token Factory for deploying open-source AI models and Tavily for web context retrieval for AI agents.

Products

• Nebius AI CloudA full-stack infrastructure for AI development and deployment, offering custom hardware, MLOps tooling, serverless and managed inference, and flexible consumption options.
• Nebius Token FactoryA service for deploying open-source AI models like Llama, Qwen, DeepSeek, and GPT OSS on dedicated endpoints with sub-second targets and 99.9% uptime, offering optimized pricing for inference, multimodal model support, AI agent essentials, custom/fine-tuned model deployment, and RAG development tools.
• Tavily by NebiusA service for grounding AI agents with fresh, reasoning-ready web context by retrieving live web data, extracting relevant content, and returning it structured for models, featuring zero-retention privacy and production-grade retrieval stack.
• Managed Service for KubernetesContainer orchestrator for AI needs.
• Managed Soperator (Slurm on Kubernetes)Managed service for Slurm on Kubernetes.
• Shared Filesystem (by Nebius)Scalable AI storage solution.
• WEKA filesystemScalable AI storage solution.
• Object storageScalable AI storage solution with Standard, Intelligent, and Enhanced tiers.
• Block volumesStorage options including without data replication, with erasure coding, with 3x mirroring, and local SSD disk.
• Container RegistryDocker image management.
• Managed Service for PostgreSQLPostgreSQL database management.
• Managed Service for MLflowML lifecycle management for tracking experiments, managing model versions, and linking datasets.
• MysteryBoxEnables storing sensitive data in an encrypted form for reuse in scripts, configuration files, or applications.
• Key Management ServiceEnables issuing and storing cryptographic keys.
• Data LabA workspace for turning production logs and existing datasets into reusable training data for post-training workflows, helping teams explore inference logs, curate datasets, and move into model iteration.
• Post-trainingStreamlined post-training workflows to adapt open models to data and deploy them.
• Tendem by TolokaA model for reliable AI that embeds human judgment into infrastructure, allowing AI agents to escalate ambiguity to verified domain experts via Model Context Protocol (MCP).
• Nebius AcademyOffers advanced, open online and in-person courses, as well as corporate programs in machine learning and generative AI, along with cloud grants.

Key capabilities

• Custom hardware with non-virtualized GPUs and InfiniBand
• Built-in MLOps tooling
• Serverless and managed inference
• Elastic scalability from small experiments to global-scale environments
• Flexible consumption options
• 24/7 expert support
• Free white-glove PoC
• Enterprise-grade compliance
• Commitment discounts for large-scale clusters
• Flexible pricing strategy combining discounts and on-demand rates
• Support for NVIDIA GPU instances (GB300 NVL72, HGX B300, GB200 NVL72, HGX B200, HGX H200, HGX H100, RTX PRO 6000, L40S)
• CPU-only instances (AMD EPYC Genoa, Intel Ice Lake)
• Scalable AI storage solutions (Shared Filesystem, WEKA, Object storage, Block volumes)
• Managed Service for Kubernetes
• Managed Soperator (Slurm on Kubernetes)
• Container Registry
• Managed Service for PostgreSQL
• Managed Service for MLflow
• Zero-retention privacy for Tavily
• Real-time web search and content extraction for Tavily
• Multi-step research report generation for Tavily
• Site crawling and mapping for Tavily
• Context compression and token waste reduction for Tavily
• Dedicated endpoints for Nebius Token Factory with sub-second targets and 99.9% uptime
• Autoscaling, speculative decoding, and multi-region routing for Nebius Token Factory
• Optimized pricing for inference with transparent $/token pricing
• Support for 60+ open-source models (text, code, reasoning, vision, embeddings)
• AI agent essentials (native function calling, structured JSON outputs, built-in safety guardrails)
• Custom and fine-tuned model deployment on Token Factory
• RAG development tools (high-performance embedding models, PGVector-powered storage)
• OpenAI-compatible API for inference service
• Security by design, by default, and compliance (GDPR, CCPA, SOC 2 Type II with HIPAA, SOC 3, ISO/IEC 27001, ISO/IEC 27799, ISO 22301, ISO/IEC 27701, ISO/IEC 27018, ISO/IEC 27032, NIS 2, DORA, CSA STAR Level 1)
• Data center security with multi-layered access controls
• Secure SDLC with separate environments and application security testing
• Customer workload isolation (VPCs, InfiniBand isolation, Kubernetes isolation)
• Identity and access management with fine-grained controls
• Comprehensive audit logging
• NVIDIA Science AI Stack integration (BioNeMo, Nemotron, Parabricks, MONAI, Holoscan, Isaac for Healthcare)
• Serverless GPU inference workloads on demand
• Bioinformatics pipelines (Nextflow, nf-core, Seqera integration, Terraform deployment)
• Workflow Orchestration with Flyte (Union.ai) on Managed Kubernetes
• Private AI Cloud for data residency and IP protection (Media & Entertainment)
• Zero-touch provisioning for GPUs
• Granular on-demand scaling

Use cases

• Building and deploying generative AI applications
• Training and running ML models
• Scientific breakthroughs
• Scaling AI wellbeing support (e.g., Sword Health's Dawn)
• Building Robo-Labor for industrial work (e.g., RoboForce)
• Training gen AI foundational models (e.g., Recraft)
• Running large-scale training with Slurm (e.g., Photoroom)
• Scaling AI Inference for safer banking (e.g., Revolut)
• Uncovering the brain’s biology with foundation models (e.g., Prima Mente)
• Weather simulation and forecasting (e.g., Jua)
• Automating gene-editing experiments (e.g., CRISPR-GPT by Stanford, Princeton, Google DeepMind)
• Optimizing LLM inference (e.g., vLLM, SGLang)
• Supplying GPUs for flexible on-demand utilization (e.g., Prime Intellect)
• Building training pipelines for generative AI (e.g., Higgsfield AI)
• Spatial immune features prediction (e.g., Compugen)
• Deploying open-source AI models at production speed
• Building and deploying intelligent AI agents
• Developing retrieval-augmented systems (RAG)
• Turning production logs and datasets into reusable training data
• Protein structure prediction and design
• Molecular docking and virtual screening
• Foundation model fine-tuning for drug candidates
• ADMET property prediction
• Processing and analyzing large volumes of healthcare and genomic data in real-time
• Accelerating content creation in Media & Entertainment
• Powering instant experiences in Media & Entertainment (automated highlights, real-time object detection, dynamic ads)
• Rapid IP development and fine-tuning models on proprietary assets in Media & Entertainment

AI approach

Nebius provides a full-stack cloud infrastructure specifically designed for AI development, from training to inference. They offer custom hardware with non-virtualized GPUs and InfiniBand, MLOps tooling, serverless and managed inference, and flexible consumption options. They also offer Nebius Token Factory for deploying open-source AI models and fine-tuned models, and Tavily for web data retrieval for AI agents. They support various AI workloads including large-scale model training, multimodal models, and agent development.

Tech named: NVIDIA Blackwell infrastructure, NVIDIA H100 GPUs, NVIDIA GB300 NVL72, NVIDIA HGX B300, NVIDIA GB200 NVL72, NVIDIA HGX B200, NVIDIA HGX H200, NVIDIA HGX H100, NVIDIA RTX PRO 6000, NVIDIA L40S, AMD EPYC Genoa, Intel Ice Lake, InfiniBand, Kubernetes, Slurm, MLflow, PostgreSQL, Docker, OpenAI API compatible, Llama, Qwen, DeepSeek, GPT OSS, Mistral, PGVector, AlphaFold2, Boltz-2, RFdiffusion, DiffDock, GROMACS, Amber, Nextflow, nf-core, Seqera, Terraform, Flyte (Union.ai), BioNeMo, Nemotron, Parabricks, MONAI, Holoscan, Isaac for Healthcare

Industries served

• Technology, Information and Internet
• Healthcare and Life Sciences
• Robotics and Physical AI
• Financial Services
• Media & Entertainment
• Retail
• Solar
• Data Centers
• Shipping
• Mining
• Manufacturing
• Logistics
• E-commerce

What it says sets it apart

• Ultimate AI Cloud from training to inference on customer's terms
• Faster time to AI value with built-in repeatability and self-service access
• Raw power with custom hardware, non-virtualized GPUs, and InfiniBand
• Built from the ground-up for AI developers with built-in MLOps tooling, serverless, and managed inference
• Elastic at any stage with flexible consumption options
• Expert support from 500+ AI experts, 24/7 support, and free white-glove PoC
• Enterprise-grade compliance and security by design
• Commitment discounts and flexible pricing strategy
• Zero-retention privacy for Tavily
• Production-grade retrieval stack for Tavily with real-time search, intelligent caching, and indexing
• Benchmark-backed performance and cost efficiency for Token Factory
• Comprehensive model coverage with 60+ premium models in Token Factory
• Familiar OpenAI-compatible API for Token Factory
• Unified platform spanning the complete AI journey
• Deep in-house technological expertise and strong engineering culture
• Headquartered in Amsterdam and listed on Nasdaq (NBIS)
• Specialized cloud for Scientific AI and Healthcare with specific capabilities for BioPharma and drug discovery
• Seamless cloud integration and scalable HPC infrastructure for HCLS
• Enterprise-grade security for healthcare and life sciences AI workloads (SOC 2 Type II with HIPAA)
• Reference Platform NVIDIA Cloud Partner status
• Private AI Cloud option for data residency and IP protection in Media & Entertainment
• Zero-touch provisioning for instant GPU capacity
• Leading infrastructure efficiency with granular on-demand scaling