AI & Machine Learning

5 Best LLM Routing Tools in 2026: Architectures, Latency, and Trade-Offs

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The leading LLM routing tools decouple client applications from individual model APIs, automating provider failover, load distribution, and cost management. Bifrost, an open-source AI gateway written in Go, stands out for its minimal latency overhead and comprehensive features, unifying model routing and governance. Other options like LiteLLM, Kong AI Gateway, Cloudflare AI Gateway, and OpenRouter offer distinct architectural advantages for various deployment needs, influencing production choices based on latency, integration, and edge capabilities.

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