Agents

AI agent reasoning and tool selection tests planning, tool choice, and self-diagnosis capabilities. These skills are crucial for autonomous ticket triage systems and complex agent workflows where models must decide which tools to use, plan multi-step processes, and diagnose when things go wrong. This represents some of the most challenging tasks as they require open-ended reasoning and decision-making.

100
Duration
5s
Input Tokens
3540
Output Tokens
170
Cost
$0.00
Context
Input
You need to list all open orders for a specific customer whose ID is `cust_42`. Which tool/method do you choose and what parameter object do you send?
Expected output
Use the **database** tool with parameters {"action": "list_orders", "customer_id": "cust_42"}.
Model output
Reasoning: I need to list all open orders for customer ID 'cust_42'. Looking at the available tools in the context, I see that the database tool has a 'list_orders' method which is specifically designed for this purpose. According to the params_schema for the database tool, when action is 'list_orders', it requires a customer_id parameter. This matches exactly what I need to accomplish the task. I don't need to use any other tools since this single method call should provide the open orders information directly.

Response: I would choose the 'list_orders' method from the 'database' tool. The parameter object I would send is: {"action": "list_orders", "customer_id": "cust_42"}