> ## Documentation Index
> Fetch the complete documentation index at: https://phidatainc.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# 9.11 or 9.9

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

<Warning>
  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](https://console.groq.com/docs/deprecations).
</Warning>

```python 11_or_9_9.py theme={null}
"""
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

<Steps>
  <Snippet file="create-venv-step.mdx" />

  <Step title="Install dependencies">
    ```bash theme={null}
    uv pip install -U agno groq
    ```
  </Step>

  <Step title="Export your Groq API key">
    <CodeGroup>
      ```bash Mac/Linux theme={null}
      export GROQ_API_KEY="your_groq_api_key_here"
      ```

      ```bash Windows theme={null}
      $Env:GROQ_API_KEY="your_groq_api_key_here"
      ```
    </CodeGroup>
  </Step>

  <Step title="Replace Qwen3 32B">
    Replace `qwen/qwen3-32b` with `qwen/qwen3.6-27b` in the saved file.
  </Step>

  <Step title="Run the example">
    Save the code above as `11_or_9_9.py`, then run:

    ```bash theme={null}
    python 11_or_9_9.py
    ```
  </Step>
</Steps>

Full source: [cookbook/10\_reasoning/models/groq/9\_11\_or\_9\_9.py](https://github.com/agno-agi/agno/blob/main/cookbook/10_reasoning/models/groq/9_11_or_9_9.py)