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cover of episode 🔎 Grok DeepSearch vs ChatGPT DeepSearch vs Gemini DeepSearch

🔎 Grok DeepSearch vs ChatGPT DeepSearch vs Gemini DeepSearch

2025/5/1
logo of podcast AI Unraveled: Latest AI News & Trends, GPT, ChatGPT, Gemini, Generative AI, LLMs, Prompting

AI Unraveled: Latest AI News & Trends, GPT, ChatGPT, Gemini, Generative AI, LLMs, Prompting

AI Deep Dive Transcript
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Grok的Deep Search模式利用来自X(推特)和更广泛网络的实时数据,通过代理过程咨询数十个来源生成详细报告。它擅长处理非技术性话题,例如理解大众观点或趋势,而非复杂的科学论文。其速度较慢,在需要学术严谨性或详细分析的任务中,其输出可能不够全面。Grok的Deep Search模式相对不受限制,用户欣赏其较少的内置限制,但这也增加了遇到错误信息或不可靠来源的风险。 ChatGPT的搜索功能使用必应索引和OpenAI网络爬虫,并具有改进的引用功能(多个来源,突出显示)。它被认为是深度研究任务的优秀工具,因为它允许用户上传大量材料并进行分析和综合。然而,其上传和分析功能消耗积分,并且积分数量有限。一些用户最近发现ChatGPT的研究结果质量下降。ChatGPT在深度研究方面的表现处于中等水平,避免了Gemini的冗长输出。 Gemini通过与Google搜索和GoogleAI概述功能的紧密集成,可以快速访问大量实时更新的信息。它在编程相关问题上表现出色。Gemini的深度研究能力在Google推出更新的模型后得到了显著改善。Gemini的输出可能过于冗长,用户希望Gemini具有像ChatGPT一样的上传文档的功能。Gemini没有明显的深度研究查询次数限制,但无法轻松搜索其过去的对话历史。

Deep Dive

Shownotes Transcript

While the term "DeepSearch" is an explicit feature mode in xAI's Grok, both OpenAI's ChatGPT and Google's Gemini offer comparable functionalities for in-depth, real-time information retrieval and synthesis from the web.

  • Grok (DeepSearch Mode): Leverages real-time data from X (Twitter) and the broader web. Aims to generate detailed reports by consulting dozens of sources using an agentic process. Praised for unique X insights and witty tone, but DeepSearch can be slower, and some find its analysis less deep or academically rigorous than competitors for certain tasks.
  • ChatGPT (Search/Browse Features): Uses Bing index and OpenAI crawlers. Doesn't have a single "DeepSearch" button but offers robust web search with recently improved citation capabilities (multiple sources, highlighting). Users sometimes refer to its more intensive research functions as 'Deep Research'. Often cited as a strong all-rounder, particularly good for customized, well-formatted research outputs and creative tasks, though complex research can take time.
  • Gemini (Google Search Integration): Directly integrates Google Search for fast, real-time information and AI Overviews. Excels at tasks within the Google ecosystem (Workspace, etc.). The user's source noted its strength in programming queries. While it can access vast information, some users find its synthesized output overly verbose, less tailored, or poorly formatted compared to others.

The choice often depends on specific needs: Grok for X-centric real-time info and casual interaction, ChatGPT for balanced capabilities and structured research, and Gemini for Google ecosystem integration and quick fact retrieval.

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