Nebius Token Factory Inference Service provides enterprise-grade infrastructure for running open-source AI models via dedicated endpoints, targeting organizations and developers seeking scalable, production-ready inference without the need for managing MLOps or GPU infrastructure. The platform is designed to deliver sub-second latency, predictable cost, and zero-retention security, enabling users to deploy and scale state-of-the-art models for a range of use cases, including retrieval-augmented generation (RAG), contextual applications, and agentic workloads.
Key features include unlimited scalability with autoscaling throughput, ensuring consistent performance from prototyping to large-scale production without rate throttling or manual GPU management. The service offers transparent per-token pricing, volume discounts, and optimized serving pipelines that can achieve up to three times better cost-to-performance ratios, as independently verified. Users can select between Fast and Base flavors of model deployment, allowing instant switching between lowest-latency interactive workloads and cost-efficient high-volume or background processing, without the need to redeploy models.
Nebius Token Factory Inference Service supports multi-region routing and speculative decoding to maintain stable response times under load. All hosted models undergo internal validation for accuracy, consistency, and multilingual robustness, supporting production-grade results across diverse workloads. 5 times faster time-to-first-token in Europe compared to other providers, and throughput metrics that place the service among the top worldwide for certain open-source models. 0 and MIT.
The service is delivered through dedicated API endpoints, with infrastructure optimized for performance and reliability. Pricing is based on actual usage, with volume discounts and no minimum commitments. The platform is suitable for enterprises and developers who require reliable, high-performance inference for open-source AI models at scale.
Nebius Token Factory Inference Service sits in PulseGate's AI & ML category. It focuses on enabling scalable, low-latency inference for open-source AI models without MLOps overhead. It is built as a B2B product for ai developers. Nebius Token Factory Inference Service is a paid product. It runs on the web and API.
Behind Nebius Token Factory Inference Service is Nebius, and the product first shipped in 2025. Development happens publicly on GitHub with 105 stars and 37 commits in the last 90 days. Key capabilities include hosted inference, open-source models, and API endpoints. It exposes integrations via a public API.
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