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Databricks Reports 30% Cost Reduction with AI Gateway Smart Router

Published
Sep 17, 2026 16:13 UTC

Databricks has achieved an average task cost reduction of 30% through its AI Gateway Smart Router. This tool optimizes the routing of tasks across various AI coding models, including Opus 4.7 and Claude Code. The company highlights that enterprises face a paradoxical situation due to an explosion in AI coding costs, which can be addressed through efficient model adoption. Databricks asserts that rapidly adopting newer, more efficient models yields the largest cost savings. Additionally, the company reports a 50% reduction in generated tokens and associated costs, emphasizing that the exponential growth of AI coding costs is a solvable issue rather than an inevitability. This follows the trend of organizations like Coinbase and Stripe, which are also navigating rising AI operational expenses. Practitioners can leverage these insights to refine their AI coding strategies and potentially reduce costs significantly.

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Source: Databricks Blog