The AI Inference platform Workers AI lets you run AI inference globally with one API call. No GPUs to manage, no capacity planning.
OpenRouter runs at the edge for minimal latency between your users and their inference. Protect your organization with fine grained
Enterprise-grade AI Gateway Connect, manage, and secure AI interactions across 3000+ LLMs with centralized control, real-time
An intelligent control plane for your AI applications. Connect to any model, dynamic routing, caching, observability, and unified billing
This guide reviews five AI gateways that support both semantic caching and dynamic routing, comparing them across
Conclusion Transitioning from no caching to semantic caching significantly improves operational efficiency and cost
Enabling gigascale agentic AI with better performance and TCO NVIDIA BlueField‑4–powered CMX provides
Learn how vLLM, Milvus, and semantic routing optimize large model inference, reduce compute costs, and boost AI performance
Reduce latency and cost with prompt caching. Model prompts often contain repetitive content, like system prompts and common
Deliver AI connectivity with centralized security, routing, observability, and cost control for LLMs and MCP
Modern AI gateways address these inefficiencies by combining semantic caching with dynamic provider routing.
Intelligent router that profiles your models, manages VRAM, caches responses semantically, and auto-picks the best
Cache-aware routing. Switching models on every turn may sound flexible, but it can work against efficiency. When a
vLLM Semantic Router provides that sophisticated, task-aware compute layer, providing enterprises with the open
How it works: After a request that uses prompt caching, OpenRouter remembers which provider served your request. Subsequent
Improved Latency and Load Times: Machine learning algorithms optimize what and how long to cache, reducing
Free, open-source AI router with auto-fallback. 236 providers, one endpoint, 95 MCP tools, 17 routing strategies, A2A protocol, auto
The explosion of AI-bot traffic, representing over 10 billion requests per week, has opened up new challenges and
Prompt caching reduces overall request latency and cost for longer prompts that have identical content at the beginning
Compare the top LLM routers: Braintrust, OpenRouter, Vercel AI Gateway, Portkey, and LiteLLM on provider breadth,
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