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
18s
Input Tokens
3883
Output Tokens
441
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: The error indicates the response's 'response' value should be a string, not an object. Based on the schema requirements, we need to return the tool/method selection and parameters as a string description rather than a nested JSON object. The correct tool remains database.list_orders with the customer_id parameter.

Response: Use database.list_orders method with parameter object: { 'action': 'list_orders', 'customer_id': 'cust_42' } (formatted as valid JSON without backticks)