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
13s
Input Tokens
3370
Output Tokens
386
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 retrieve all open orders for customer cust_42. The database tool offers a list_orders method that takes exactly the customer_id. According to its schema, the params must include {action: 'list_orders', customer_id: 'cust_42'}. No other tools are required for this read operation.

Response: Use the database tool with method list_orders and parameters {"action": "list_orders", "customer_id": "cust_42"}.