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Grok, ChatGPT o1 Pro, Gemini 2.0 Flash Thinking— which one is better? What are the criteria for evaluation? Is Deep Research in model companies the same as Deep Research in the industry?

As a software engineer with AI expertise, I have observed significant advancements from companies like OpenAI and Anthropic in 2024. Despite progress, enterprise AI faces challenges such as high token costs, private deployment difficulties, and industry knowledge gaps. In 2025, I propose focusing on distillation technology, optimizing deployment strategies, and developing Agent frameworks to enhance AI efficiency and applicability in enterprises, ultimately improving competitiveness and supporting broader AI adoption.