Choosing the right model
In your Agent configuration, you can select from models made available by your organization through CARTO AI settings.

Model recommendations
CARTO provides the following guidance to help you choose a model:
Complex use cases: Use
gemini-2.5-profor stronger reasoning and tool handling.Smaller / speed-prioritized use cases: Use
gemini-2.5-flashfor faster responses and lower cost.
OpenAI
Complex use cases: Use
gpt-4ofor higher reasoning quality and robust tool use.Smaller / speed-prioritized use cases: Use
gpt-4o-minifor fast, cost-efficient interactions.
Your model selection affects the agent’s reasoning depth, latency, cost, and its ability to handle multi-step tool flows.
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