Private AI Inference Integrated into VPS Hosting

Singapore-based VPS hosting provider Ready Server has announced the launch of its ReadyServer LLM API. This new service provides a private, OpenAI-compatible AI inference API integrated directly into every ReadyServer VPS plan at no additional cost. The initiative is designed to allow developers, digital agencies, and tech-focused businesses to build AI agents, chatbots, retrieval-augmented generation (RAG) pipelines, and coding agents directly from their existing virtual private servers. By eliminating the need for external API keys and per-token billing, the provider aims to address the growing financial barriers associated with building and scaling AI-driven applications.

Addressing the Rising Costs of Agentic Workflows

The launch comes at a critical juncture for software development teams navigating the economics of artificial intelligence. While individual token prices on public APIs may appear minimal, cumulative usage costs can escalate rapidly as applications transition from basic chat prompts to complex, autonomous agentic workflows. According to projections from research firm Gartner, AI inference costs per agentic workflow are expected to grow more than fivefold through 2028.

To bypass metered API billing, some development teams have historically opted for dedicated GPU servers. However, for smaller teams or those running periodic inference tasks, dedicated hardware often represents a significant financial burden, with expensive resources sitting idle during off-peak periods.

Ready Server's solution bypasses this dilemma by utilizing shared AI inference infrastructure. All ReadyServer VPS customers can access this infrastructure over the provider's private network. Because requests travel directly from the customer's VPS to the dedicated inference servers without crossing the public internet, the architecture offers enhanced privacy and reduced latency.

Alan Woo, Director at Ready Server, highlighted the strategic focus of the launch:

"Building with AI shouldn't come with a bill that grows every time an agent runs. Many of our customers are lean teams building real products, and they need room to experiment and iterate without watching a token meter. By building a private LLM API into every ReadyServer VPS, we're giving developers across the region a predictable, affordable way to put AI to work, right next to the applications they already run with us."

Technical Specifications and Model Availability

The ReadyServer LLM API is built to be fully compatible with the OpenAI standard, allowing developers to integrate it into existing codebases, software development kits (SDKs), and frameworks. Integration requires only a change to the base URL endpoint, eliminating the need for additional software installations. The API is compatible with standard tools such as curl, the official Python and Node.js OpenAI SDKs, various AI agent frameworks, chat interfaces, and coding assistants.

At launch, the service provides access to open models served via vLLM:

Qwen3.6-27B-FP8
131,072

Optimized for fast, direct responses, featuring a 131,072-token context window.

Qwen3.8-27B-FP8
262,144

A reasoning model designed to perform cognitive processing before answering, featuring a 262,144-token context window.

Both models support advanced capabilities, including:

  • Tool calling
  • Structured JSON output
  • Image input

These capabilities make the models suitable for a wide range of enterprise workloads, such as document search, summarisation, classification, data extraction, and workflow automation. Ready Server has indicated plans to expand the selection of available models in the future.

Fair-Share Resource Allocation

To maintain predictable costs without resorting to token-based metering, Ready Server operates the LLM API under a fair-share usage policy. This framework prevents individual high-volume workloads from monopolizing the shared infrastructure. During periods of peak demand, incoming requests are queued, with priority given to customers who have consumed fewer tokens. This approach ensures equitable access across the user base while maintaining the zero-cost structure of the API.

Regional Infrastructure and Availability

The ReadyServer LLM API is currently available to all active ReadyServer VPS customers. Ready Server, founded in 2015, operates enterprise-grade infrastructure and a network of data centres across major Asian hubs, including Singapore, Hong Kong, and Tokyo. The company provides low-latency connectivity, unmetered bandwidth, and flexible per-hour billing designed to support demanding digital workloads.