Effortless elastic inferenceEffortless elastic inference

What it means for builders: Eliminate complexity from scaling, enjoy predictable costs and meet demanding SLAs whether you’re prototyping or scaling to millions of queries per day.

• Adaptive burst rate limits: Automatically scales your traffic spikes into unused capacity, eliminating “429” errors and manual rate-limit adjustments.

• Batch and Async API: Process massive inference workloads (10GB+ datasets) at up to 50% lower cost compared to real-time. Ideal for large-scale content pipelines, data processing and background operations.

• Expanded GPU regions: New NVIDIA Blackwell Ultra capacity based in the UK (operational by Q4 2025) and Europe-first NVIDIA GB200 NVL72 ensure compliance, low latency and reliable performance across regions.

Bottom line: You focus on innovation, we handle seamless scaling.

Precision models for every scenarioPrecision models for every scenario

What it means for builders: Access precisely the right model for your use case, without juggling multiple providers.

• Llama-3.1 Nemotron-Ultra-253B: GPT-4-level reasoning, 97% accuracy on MATH500 benchmark, 128K token context — ideal for deep, complex use-cases.

• DeepSeek R1-0528 and R1-Distill-70B: Choose full accuracy or a streamlined, 50× smaller version for faster inference and edge deployments.

• Qwen3 Family (0.6B–235B): A single, flexible family that covers conversational AI, coding assistants and multimodal tasks, enabling effortless scaling as your requirements evolve.

Bottom line: Select exactly the right model for your use case, to optimize performance and budget.

Simplified customization, maximum impactSimplified customization, maximum impact

What it means for builders: Easily customize models to embed domain-specific knowledge, minimize inaccuracies and launch faster, even with limited data.

• Fine-tuning (LoRA and full): Embed your data, terminology and business logic into top models like DeepSeek and Qwen in minutes.

• Reinforcement fine-tuning (RFT) early access: Train high-performing, specialized models using 10–100× less labeled data, ideal for regulated sectors like finance, healthcare and legal.

• One-click LoRA hosting: Deploy your specialized adapters in 60 seconds, without managing GPU infrastructure.

Bottom line: Customize your AI effortlessly, without heavy infrastructure overhead or extensive labeled datasets.

Seamless integrations and open toolingSeamless integrations and open tooling

What it means for builders: Work comfortably within your favorite frameworks and maintain clear visibility into model performance and costs.

• Model Context Protocol (MCP): Easily integrate data sources, APIs and tools as native extensions for your models, simplified like USB-C connectivity.

• Hugging Face Tiny Agents: Quickly build robust AI agents in approximately 70 lines of Python, fully integrated with Nebius inference.

• Google ADK and LangChain integration: Effortlessly orchestrate advanced multi-agent workflows and retrieval-augmented generation pipelines.

• Observability connectors: Integrations with Helicone, Agno, Postman and others ensure real-time insights into usage, costs and performance.

Bottom line: Seamlessly plug Nebius into your existing workflows without complexity.

Community momentum and resourcesCommunity momentum and resources

What it means for builders: Access inspiration, expert resources and generous credits to accelerate your projects.

• Open learning and cookbooks: Access comprehensive cookbooks, end-to-end notebooks, blogs and curated sample repositories, including our popular awesome-ai-apps repository, that showcases practical examples using Google ADK, OpenAI Agents SDK, LangChain, LlamaIndex, Agno, CrewAI and integrations with tools like Tavily, Firecrawl, YFinance and more.

Bottom line: You’re supported by a vibrant ecosystem of experts, resources and credits to fast-track your AI journey.

World-class infrastructureWorld-class infrastructure

What it means for builders: Rely on a secure compliant, high-performance infrastructure to confidently scale your AI globally.

• NVIDIA Blackwell Ultra capacity based in the UK (operational in Q4 2025): High-capacity local GPU infrastructure for research, startups, and regulated workloads.

• Europe-first NVIDIA GB200 NVL72 and NVIDIA AI Enterprise: Supercomputer-grade resources under strict EU compliance, blending hyperscale flexibility and enterprise reliability.

Bottom line: Nebius AI Studio is backed by globally distributed, enterprise-grade infrastructure, ensuring reliability, security and compliance at any scale.