Intelligent Model Routing
A strategy that dynamically dispatches inference requests to different AI models based on task type and complexity, with the goal of balancing performance against cost. High-complexity tasks are routed to larger models, while simpler tasks are directed to lightweight models.
Timeline (last 90 days)
Tech companies including Uber, Pinterest, Stripe, Coinbase, Ramp, and AT&T are cutting their AI bills by abandoning certain proprietary models in favor of open-source models combined with intelligent model routing technology.
Requests in production environments tend to follow a long-tail distribution—a large volume of simple requests and a small number of complex ones—which means a tiered routing strategy can bring about a substantial overall reduction in costs.
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Requests in production environments tend to follow a long-tail distribution—a large volume of simple requests and a small number of complex ones—which means a tiered routing strategy can bring about a substantial overall reduction in costs.
50%UnverifiedTech companies including Uber, Pinterest, Stripe, Coinbase, Ramp, and AT&T are cutting their AI bills by abandoning certain proprietary models in favor of open-source models combined with intelligent model routing technology.
50%