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Which AI Best Predicted iRobot's Bankruptcy Stock Collapse?
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Which AI Best Predicted iRobot's Bankruptcy Stock Collapse?

This report analyzes the performance of five major AI chatbots in predicting the stock movements of iRobot Corporation (IRBT) during the trading week of December 15–19, 2025, immediately following the company's Chapter 11 bankruptcy filing. The models—ChatGPT, Claude, Gemini, Grok, and Perplexity—were evaluated across five categories: trend direction, opening price, closing price, weekly low, and weekly high.

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