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Describe the bug
When I run the evals either through adk web or adk eval command, I see the evalset_result.json file getting stored under .adk/eval_history folder under the agent folder. But which I run the eval through pytest, the result.json is not getting stored

To Reproduce
Steps to reproduce the behavior:

1. Install '...'
2. Run '....'
3. Open '....'
4. See error

Expected behavior
A clear and concise description of what you expected to happen.
The evalset_result.json should get stored just like what happens when we run the evals through adk web or through adk eval command

Screenshots
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Desktop (please complete the following information):

• OS: Windows
• Python version(python -V): 3.12.10
• ADK version(pip show google-adk): 1.11.0

Model Information:
For example, which model is being used.
gemini-2.5-pro

Additional context
Add any other context about the problem here.