9.11 or 9.9

Groq reasoning model works through the classic 9.11 vs 9.9 comparison.

For free and developer tiers, Groq will shut down qwen/qwen3-32b on July 17, 2026. Replace it with qwen/qwen3.6-27b before that date. See Groq deprecations.

11_or_9_9.py

"""
9 11 Or 9 9
===========

Demonstrates this reasoning cookbook example.
"""

from agno.agent import Agent
from agno.models.groq import Groq


# ---------------------------------------------------------------------------
# Create Example
# ---------------------------------------------------------------------------
def run_example() -> None:
    agent = Agent(
        model=Groq(
            id="qwen/qwen3-32b",
            temperature=0.6,
            max_tokens=1024,
            top_p=0.95,
        ),
        reasoning=True,
        markdown=True,
    )
    agent.print_response(
        "9.11 and 9.9 -- which is bigger?", stream=True, show_full_reasoning=True
    )


# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    run_example()

Run the Example

1. Set up your virtual environment

   Mac

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

   uv venv --python 3.12
   .venv\Scripts\activate
   
2. Install dependencies

   uv pip install -U agno groq
   
3. Export your Groq API key

   Mac/Linux

   export GROQ_API_KEY="your_groq_api_key_here"
   

   $Env:GROQ_API_KEY="your_groq_api_key_here"
   
4. Replace Qwen3 32B

   Replace qwen/qwen3-32b with qwen/qwen3.6-27b in the saved file.

5. Run the example

   Save the code above as 11_or_9_9.py, then run:

   python 11_or_9_9.py
   

Full source: cookbook/10_reasoning/models/groq/9_11_or_9_9.py