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Developers face a difficult trade-off when using AI models: expensive, high-performance proprietary APIs versus cheaper, less reliable open-source alternatives. Benchmarks are often misleading, forcing teams to manually test and juggle multiple services to balance cost and quality for different tasks, from simple summarization to complex coding.
A smart API gateway eliminates this problem. It acts as a single endpoint that analyzes incoming requests and automatically routes them to the most cost-effective model that meets the performance requirements for that specific job. This optimizes API spending, guarantees performance, and simplifies development by removing the need to manage a fragmented landscape of AI models.