Performance with Teams

Example showing how to analyze the runtime and memory usage of an Agno Team.

Create a Python file

performance_team_instantiation.py
"""Run `uv pip install agno openai` to install dependencies."""

from agno.agent import Agent
from agno.eval.performance import PerformanceEval
from agno.models.openai import OpenAIResponses
from agno.team.team import Team

team_member = Agent(model=OpenAIResponses(id="gpt-5.2"))


def instantiate_team():
    return Team(members=[team_member])


instantiation_perf = PerformanceEval(
    name="Instantiation Performance Team", func=instantiate_team, num_iterations=1000
)

if __name__ == "__main__":
    instantiation_perf.run(print_results=True, print_summary=True)

Set up your virtual environment

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

Install dependencies

uv pip install -U openai agno

Export your OpenAI API key

  export OPENAI_API_KEY="your_openai_api_key_here"

Run Team

python performance_team_instantiation.py