Explore the AI
operating system

Deploy, optimize and scale open-source AI models with an AI operating system designed for low latency, cost efficiency and production-grade inference.

Run open-source AI models economically. At any scale.

Enterprise inference for open-source AI
models

Run state-of-the-art open-source AI models with sub-second latency, predictable cost and zero-retention security with no MLOps required. Dedicated endpoints with autoscaling throughput and a 99.9% uptime SLA ensure users can grow with their production demands.

Async workloads and
batch inference at
scale

Process millions of requests asynchronously with high-throughput batch inference. Submit entire jobs at once, retrieve results within 24 hours and cut inference costs by 50% with no rate limits and no complex retry logic.

Post-training


Turn open-source LLMs into high-performance, production-grade systems fine-tuned on customer data. Built-in distillation and speculative decoding compress powerful models into compact systems that run 3-5 times faster at dramatically lower cost.

Top open-source models available:

Text and multimodal

  • DeepSeek R1 and V3
  • DeepSeek-R1-Distill-Llama-70B
  • Llama-3.3-70B-Instruct
  • Mistral-Nemo-Instruct-2407
  • Qwen2.5-72B
  • QwQ-32B
  • Google Gemma-2-27B-IT
  • GPT OSS 120B and 20B

Embeddings and guardrails

  • BAAI/bge-en-icl
  • BAAI/bge-multilingual-gemma2
  • intfloat/e5-mistral-7b-instruct
  • meta-Llama/Llama-Guard-3-8B
  • Qwen/Qwen3-Embedding-8B

Run AI in production. Control every variable that matters.

Scalable inference


Handle hundreds of millions of tokens per minute with autoscaling throughput and 99.9% uptime SLAs. Scale seamlessly from prototype to global deployment without rate throttles or GPU wrangling.

Low latency


Use sub-second time-to-first-token, validated by independent benchmarks. Multi-region routing and speculative decoding keep response times stable under load, even at peak demand.

Cost efficiency


Transparent dollar/token pricing has no hidden infrastructure costs. Optimized serving pipelines and distillation-based reductions deliver up to three times better cost-to-performance, independently verified.

Production reliability


99.9% uptime SLAs, dedicated endpoints and fault-tolerant architecture ensure endpoint models perform consistently in production, delivering full operational control and cost visibility at every scale.

Multi-modal flexibility


Access 60+ open-source AI models spanning LLMs, vision, reasoning and embeddings through one OpenAI-compatible API. Add fine-tuned or custom models on the same governed platform.

Developer-friendly integration

Rely on a familiar OpenAI-compatible API, structured JSON outputs, native function calling and built-in safety guardrails. Integrate once and deploy anywhere, with no infrastructure management required.

Benchmark-backed performance and cost efficiency

Proven performance, verified benchmarks

Get sub-second responses and stable with consistent throughput and latency, even at peak load. Top-tier performance on models like DeepSeek V3 0324, independently verified by Artificial Analysis.

Scale without limits


Handle 100M+ tokens per minute with consistent throughput and 99.9% uptime SLAs. Autoscaling and speculative decoding ensure reliability from prototype to global deployment.

Comprehensive model coverage

 Access 60+ open-source AI models spanning LLMs, vision, reasoning and embeddings, expanding monthly.

A community of AI innovators

A pioneering open-source LLM inference framework partnered with Nebius to supercharge DeepSeek R1 performance for real-world production use.

4X

faster first token

80

concurrent request handled

2x

boost in throughput

The leading open-source vLLM used Nebius compute clusters to test, benchmark and optimize inference across large-scale model architectures, including DeepSeek R1.

0

hardware-related issues

Consistently

accurate hardware

performance metrics

24/7

access to cutting-edge hardware

A broadcast-quality dubbing platform delivers end-to-end localization in 70+ languages to run model training and production inference on Nebius around the clock.

24/7

model training in production

Hundreds

of terabytes
of training data

A100+
H100

GPU fleet on Nebius

Contact our Nebius specialists to learn more about Token Factory.