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Smart Routing in Unity AI Gateway: Match frontier quality with 30%+ lower cost per task
Databricks Blog
Factual evidence
What the source reports
Databricks introduced smart routing in Unity AI Gateway, claiming 30%+ cost reductions for coding tasks using automated model selection.
Open sourceOneBench interpretation
Institutional assessment
So what
Automated gateway routing lowers LLM inference spend but requires audit trails to satisfy model risk governance on dynamic model selection.
Do what
Ask your enterprise data platform team to benchmark Databricks routing latency and logging compliance against your model risk standards.
Hype caution
The 30%+ cost reduction claim relies on vendor-defined evaluation harnesses rather than bank-specific codebases with strict compliance overhead.