Agent with Metrics

Print per-message and aggregate run metrics for a Groq agent.

Code

from agno.agent import Agent, RunOutput
from agno.models.groq import Groq
from agno.tools.yfinance import YFinanceTools
from agno.utils.pprint import pprint_run_response
from rich.pretty import pprint

agent = Agent(
    model=Groq(id="openai/gpt-oss-120b"),
    tools=[YFinanceTools()],
    markdown=True,
)

run_output: RunOutput = agent.run("What is the stock price of NVDA")
pprint_run_response(run_output)

# Print metrics per message
if run_output.messages:
    for message in run_output.messages:  # type: ignore
        if message.role == "assistant":
            if message.content:
                print(f"Message: {message.content}")
            elif message.tool_calls:
                print(f"Tool calls: {message.tool_calls}")
            print("---" * 5, "Metrics", "---" * 5)
            pprint(message.metrics)
            print("---" * 20)

# Print the metrics
print("---" * 5, "Collected Metrics", "---" * 5)
pprint(run_output.metrics)  # type: ignore

Usage

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate

Set your API key

export GROQ_API_KEY=xxx

Install dependencies

uv pip install -U groq yfinance agno

Run Agent

Save the code above as metrics.py, then run:

python metrics.py