Nebius Token Factory offers a robust platform for deploying open-source AI models at high speeds. Users can run models like Llama, Qwen, and GPT OSS on dedicated endpoints with sub-second response times and 99.9% uptime. The system supports large-scale operations, capable of processing over 100 million tokens per minute, thanks to features like autoscaling and speculative decoding. This ensures that performance remains stable, even during peak loads. Pricing is designed to be transparent and predictable, with costs calculated per token. There are options for both shared and dedicated service tiers, and the platform promises further cost reductions through optimized serving pipelines and model distillation techniques. A rich selection of over 60 open-source models is available, allowing users to serve text, code, and images through a single API. Customization is possible with tools for fine-tuning models and integrating retrieval-augmented systems, all while maintaining performance and cost efficiency. The API is user-friendly, making it easy to build and deploy AI applications. For those interested in building intelligent agents, the platform includes features like structured JSON outputs and safety guardrails. There’s also an active community on platforms like X, LinkedIn, and Discord for support and discussions. Overall, Nebius Token Factory positions itself as a comprehensive solution for enterprises looking to integrate AI into their operations without the complexities of GPU management or rate throttling.