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Benchmarking Agentic AI Frameworks in Analytics Workflows

While agentic frameworks share the goal of empowering LLMs with tool usage and reasoning, their architectures reveal critical differences in decision-making, error handling, and data processing. We had previously benchmarked agentic frameworks across different use cases, but we wanted to observe how these frameworks would behave and perform on a more complex task.