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
3s
Input Tokens
1500
Output Tokens
490
Cost
$0.00
Context
Input
What is your next step?
Expected output
I have surpassed the maximum allowed cycles. Termination.
Model output
Reasoning: The maximum allowed cycles for this task are 15, but the current cycle count is 20, exceeding the limit. Therefore, we must terminate the task and provide a termination message.

Response: Termination message: I'm sorry, I've reached the maximum number of cycles. Please try again later.