Openai/67f4c52f-e4a4-8013-ade0-211e0a4a3b52: Difference between revisions

导入ChatGPT Share对话 67f4c52f...
by freem.ai...
 
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{{DISPLAYTITLE:Deep Research 功能对比}}
{{DISPLAYTITLE:Deep Research 功能对比}}


''This conversation was exported from ChatGPT''<ref>{{cite web|title=Deep Research 功能对比|url=https://chatgpt.com/share/67f4c52f-e4a4-8013-ade0-211e0a4a3b52|publisher=ChatGPT|access-date=2025-11-11}}</ref>
''This conversation was exported from ChatGPT''<ref>{{cite web|title=Deep Research 功能对比|url=https://chatgpt.com/share/67f4c52f-e4a4-8013-ade0-211e0a4a3b52|publisher=ChatGPT|access-date=2025-11-15}}</ref>


== research ==
== research ==
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深度研究功能通常整合了网络搜索、信息筛选、推理分析和报告生成等能力,但不同平台实现有所差异:
深度研究功能通常整合了网络搜索、信息筛选、推理分析和报告生成等能力,但不同平台实现有所差异:
* 网页搜索支持:四个平台的深度研究均可访问互联网实时搜索信息。在Gemini Deep Research中,AI会自主执行网络搜索,从上百甚至上千个网站中爬取资料gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E5%80%9F%E5%8A%A9%20Gemini%20%E4%B8%AD%E7%9A%84%20Deep%20Research%EF%BC%8C%E5%BF%AB%E9%80%9F%E4%BA%86%E8%A7%A3%E5%90%84%E7%A7%8D%E9%A2%86%E5%9F%9F%E7%9A%84%E5%86%85%E5%AE%B9%E3%80%82%E8%BF%99%E4%B8%80%E6%99%BA%E8%83%BD%E4%BD%93%E5%8A%9F%E8%83%BD%E5%8F%AF%E6%9B%BF%E4%BD%A0%E8%87%AA%E5%8A%A8%E6%B5%8F%E8%A7%88%E5%A4%9A%E8%BE%BE%E6%95%B0%E7%99%BE%E4%B8%AA%E7%BD%91%E7%AB%99%E3%80%81%E5%88%86%E6%9E%90%E6%90%9C%E5%AF%BB%E5%88%B0%E7%9A%84%E7%BB%93%E6%9E%9C%E5%B9%B6%E7%94%9F%E6%88%90%E5%86%85%E5%AE%B9%E4%B8%B0%E5%AF%8C%E7%9A%84%E5%A4%9A%E9%A1%B5%E6%8A%A5,%E5%91%8A%EF%BC%8C%E8%BF%98%E8%83%BD%E5%B0%86%E8%BF%99%E4%BA%9B%E6%8A%A5%E5%91%8A%E8%BD%AC%E6%8D%A2%E4%B8%BA%E7%94%9F%E5%8A%A8%E6%9C%89%E8%B6%A3%E7%9A%84%E6%92%AD%E5%AE%A2%E5%BC%8F%E5%AF%B9%E8%AF%9D%E3%80%82|publisher=gemini.google|access-date=2025-11-11}}</ref>。ChatGPT的深度研究代理同样支持联网搜索(使用必应/Bing)来获取最新数据,但仅限于付费用户使用theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=Perplexity%E2%80%99s%20new%20Deep%20Research%20tool,is%20free%20to%20use|publisher=theverge.com|access-date=2025-11-11}}</ref>。Perplexity天生内置搜索引擎功能,在Deep Research模式下会执行数十次搜索,阅读数以百计的网页来源theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=Perplexity%E2%80%99s%20new%20Deep%20Research%20tool,is%20free%20to%20use|publisher=theverge.com|access-date=2025-11-11}}</ref>。Grok则利用X平台内容和更广泛的互联网网页进行实时搜索hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%EF%BC%9A%E7%9B%AE%E5%89%8D%20Grok%20%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AA%20X%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94%E5%87%86%E7%A1%AE%E7%9A%84%E7%AD%94%E6%A1%88%E3%80%82%E6%AD%A4%E5%A4%96%EF%BC%8CGrok,%E8%BF%98%E6%B7%BB%E5%8A%A0%E4%BA%86%E2%80%9C%E5%BC%95%E7%94%A8%E2%80%9D%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%94%A8%E6%88%B7%E5%8F%AF%E4%BB%A5%E8%BD%BB%E6%9D%BE%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E6%9D%A5%E6%BA%90%EF%BC%8C%E4%BA%86%E8%A7%A3%E6%9B%B4%E5%A4%9A%E4%BF%A1%E6%81%AF%E6%88%96%E9%AA%8C%E8%AF%81%20Grok%20%E6%8F%90%E4%BE%9B%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref> —— 这使其能及时获取最新动态,尤其是社交媒体上的信息。
* 网页搜索支持:四个平台的深度研究均可访问互联网实时搜索信息。在Gemini Deep Research中,AI会自主执行网络搜索,从上百甚至上千个网站中爬取资料gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E5%80%9F%E5%8A%A9%20Gemini%20%E4%B8%AD%E7%9A%84%20Deep%20Research%EF%BC%8C%E5%BF%AB%E9%80%9F%E4%BA%86%E8%A7%A3%E5%90%84%E7%A7%8D%E9%A2%86%E5%9F%9F%E7%9A%84%E5%86%85%E5%AE%B9%E3%80%82%E8%BF%99%E4%B8%80%E6%99%BA%E8%83%BD%E4%BD%93%E5%8A%9F%E8%83%BD%E5%8F%AF%E6%9B%BF%E4%BD%A0%E8%87%AA%E5%8A%A8%E6%B5%8F%E8%A7%88%E5%A4%9A%E8%BE%BE%E6%95%B0%E7%99%BE%E4%B8%AA%E7%BD%91%E7%AB%99%E3%80%81%E5%88%86%E6%9E%90%E6%90%9C%E5%AF%BB%E5%88%B0%E7%9A%84%E7%BB%93%E6%9E%9C%E5%B9%B6%E7%94%9F%E6%88%90%E5%86%85%E5%AE%B9%E4%B8%B0%E5%AF%8C%E7%9A%84%E5%A4%9A%E9%A1%B5%E6%8A%A5,%E5%91%8A%EF%BC%8C%E8%BF%98%E8%83%BD%E5%B0%86%E8%BF%99%E4%BA%9B%E6%8A%A5%E5%91%8A%E8%BD%AC%E6%8D%A2%E4%B8%BA%E7%94%9F%E5%8A%A8%E6%9C%89%E8%B6%A3%E7%9A%84%E6%92%AD%E5%AE%A2%E5%BC%8F%E5%AF%B9%E8%AF%9D%E3%80%82|publisher=gemini.google|access-date=2025-11-15}}</ref>。ChatGPT的深度研究代理同样支持联网搜索(使用必应/Bing)来获取最新数据,但仅限于付费用户使用theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=Perplexity%E2%80%99s%20new%20Deep%20Research%20tool,is%20free%20to%20use|publisher=theverge.com|access-date=2025-11-15}}</ref>。Perplexity天生内置搜索引擎功能,在Deep Research模式下会执行数十次搜索,阅读数以百计的网页来源theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=Perplexity%E2%80%99s%20new%20Deep%20Research%20tool,is%20free%20to%20use|publisher=theverge.com|access-date=2025-11-15}}</ref>。Grok则利用X平台内容和更广泛的互联网网页进行实时搜索hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%EF%BC%9A%E7%9B%AE%E5%89%8D%20Grok%20%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AA%20X%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94%E5%87%86%E7%A1%AE%E7%9A%84%E7%AD%94%E6%A1%88%E3%80%82%E6%AD%A4%E5%A4%96%EF%BC%8CGrok,%E8%BF%98%E6%B7%BB%E5%8A%A0%E4%BA%86%E2%80%9C%E5%BC%95%E7%94%A8%E2%80%9D%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%94%A8%E6%88%B7%E5%8F%AF%E4%BB%A5%E8%BD%BB%E6%9D%BE%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E6%9D%A5%E6%BA%90%EF%BC%8C%E4%BA%86%E8%A7%A3%E6%9B%B4%E5%A4%9A%E4%BF%A1%E6%81%AF%E6%88%96%E9%AA%8C%E8%AF%81%20Grok%20%E6%8F%90%E4%BE%9B%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref> —— 这使其能及时获取最新动态,尤其是社交媒体上的信息。
* 引用来源:输出报告中是否附带来源引用,是衡量AI调研可信度的重要功能。Gemini的深度研究报告会整合多个网站的信息,提供可查证的细节,报告中通常附有参考资料或链接(官方虽未明确提及呈现形式,但其目标是提供“可证实的引用资料”tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Deep%20Research%E7%9A%84%E7%9B%AE%E6%A8%99%E6%98%AF%E6%8F%90%E4%BE%9B%E6%9B%B4%E6%B7%B1%E5%85%A5%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E4%B8%A6%E6%8F%90%E4%BE%9B%E5%8F%AF%E5%8F%97%E6%9F%A5%E8%AD%89%E7%9A%84%E5%BC%95%E7%94%A8%E8%B3%87%E6%96%99%EF%BC%8C%E4%BB%A5%E6%BB%BF%E8%B6%B3%E5%B0%88%E6%A5%AD%E7%94%A8%E6%88%B6%E7%9A%84%E9%9C%80%E6%B1%82%E3%80%82Perplexity%E5%9C%A8%E5%AE%A3%E5%B8%83Deep%20Research%E7%9A%84%E9%83%A8%E8%90%BD%E6%A0%BC%E6%96%87%E7%AB%A0%E4%B8%AD%E6%8C%87%E5%87%BA%EF%BC%8C%E6%97%97%E4%B8%8BDeep%20Research%E5%8A%9F%E8%83%BD%E3%80%8C%E6%93%85%E9%95%B7%E4%B8%80%E7%B3%BB%E5%88%97%E5%B0%88%E5%AE%B6%E7%B4%9A%E4%BB%BB%E5%8B%99%E2%80%94%E2%80%94%E5%BE%9E%E9%87%91%E8%9E%8D%E5%92%8C%E8%A1%8C%E9%8A%B7%E5%88%B0%E7%94%A2%E5%93%81%E7%A0%94%E7%A9%B6%E3%80%82%E3%80%8D|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>)。ChatGPT的深度研究工具也强调结果的可验证性,生成的报告包含引用来源,方便用户追溯信息出处tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Deep%20Research%E7%9A%84%E7%9B%AE%E6%A8%99%E6%98%AF%E6%8F%90%E4%BE%9B%E6%9B%B4%E6%B7%B1%E5%85%A5%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E4%B8%A6%E6%8F%90%E4%BE%9B%E5%8F%AF%E5%8F%97%E6%9F%A5%E8%AD%89%E7%9A%84%E5%BC%95%E7%94%A8%E8%B3%87%E6%96%99%EF%BC%8C%E4%BB%A5%E6%BB%BF%E8%B6%B3%E5%B0%88%E6%A5%AD%E7%94%A8%E6%88%B6%E7%9A%84%E9%9C%80%E6%B1%82%E3%80%82Perplexity%E5%9C%A8%E5%AE%A3%E5%B8%83Deep%20Research%E7%9A%84%E9%83%A8%E8%90%BD%E6%A0%BC%E6%96%87%E7%AB%A0%E4%B8%AD%E6%8C%87%E5%87%BA%EF%BC%8C%E6%97%97%E4%B8%8BDeep%20Research%E5%8A%9F%E8%83%BD%E3%80%8C%E6%93%85%E9%95%B7%E4%B8%80%E7%B3%BB%E5%88%97%E5%B0%88%E5%AE%B6%E7%B4%9A%E4%BB%BB%E5%8B%99%E2%80%94%E2%80%94%E5%BE%9E%E9%87%91%E8%9E%8D%E5%92%8C%E8%A1%8C%E9%8A%B7%E5%88%B0%E7%94%A2%E5%93%81%E7%A0%94%E7%A9%B6%E3%80%82%E3%80%8D|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>。Perplexity则以引用著称,其Deep Research回答会给出来源链接列表,用户可点击查看原始内容theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=Perplexity%E2%80%99s%20new%20Deep%20Research%20tool,is%20free%20to%20use|publisher=theverge.com|access-date=2025-11-11}}</ref>。Grok在最新版本中新增了“引用”功能,回答时会列出信息来源(包括X帖子或网页链接),方便用户验证hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%EF%BC%9A%E7%9B%AE%E5%89%8D%20Grok%20%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AA%20X%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94%E5%87%86%E7%A1%AE%E7%9A%84%E7%AD%94%E6%A1%88%E3%80%82%E6%AD%A4%E5%A4%96%EF%BC%8CGrok,%E8%BF%98%E6%B7%BB%E5%8A%A0%E4%BA%86%E2%80%9C%E5%BC%95%E7%94%A8%E2%80%9D%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%94%A8%E6%88%B7%E5%8F%AF%E4%BB%A5%E8%BD%BB%E6%9D%BE%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E6%9D%A5%E6%BA%90%EF%BC%8C%E4%BA%86%E8%A7%A3%E6%9B%B4%E5%A4%9A%E4%BF%A1%E6%81%AF%E6%88%96%E9%AA%8C%E8%AF%81%20Grok%20%E6%8F%90%E4%BE%9B%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>。
* 引用来源:输出报告中是否附带来源引用,是衡量AI调研可信度的重要功能。Gemini的深度研究报告会整合多个网站的信息,提供可查证的细节,报告中通常附有参考资料或链接(官方虽未明确提及呈现形式,但其目标是提供“可证实的引用资料”tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Deep%20Research%E7%9A%84%E7%9B%AE%E6%A8%99%E6%98%AF%E6%8F%90%E4%BE%9B%E6%9B%B4%E6%B7%B1%E5%85%A5%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E4%B8%A6%E6%8F%90%E4%BE%9B%E5%8F%AF%E5%8F%97%E6%9F%A5%E8%AD%89%E7%9A%84%E5%BC%95%E7%94%A8%E8%B3%87%E6%96%99%EF%BC%8C%E4%BB%A5%E6%BB%BF%E8%B6%B3%E5%B0%88%E6%A5%AD%E7%94%A8%E6%88%B6%E7%9A%84%E9%9C%80%E6%B1%82%E3%80%82Perplexity%E5%9C%A8%E5%AE%A3%E5%B8%83Deep%20Research%E7%9A%84%E9%83%A8%E8%90%BD%E6%A0%BC%E6%96%87%E7%AB%A0%E4%B8%AD%E6%8C%87%E5%87%BA%EF%BC%8C%E6%97%97%E4%B8%8BDeep%20Research%E5%8A%9F%E8%83%BD%E3%80%8C%E6%93%85%E9%95%B7%E4%B8%80%E7%B3%BB%E5%88%97%E5%B0%88%E5%AE%B6%E7%B4%9A%E4%BB%BB%E5%8B%99%E2%80%94%E2%80%94%E5%BE%9E%E9%87%91%E8%9E%8D%E5%92%8C%E8%A1%8C%E9%8A%B7%E5%88%B0%E7%94%A2%E5%93%81%E7%A0%94%E7%A9%B6%E3%80%82%E3%80%8D|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>)。ChatGPT的深度研究工具也强调结果的可验证性,生成的报告包含引用来源,方便用户追溯信息出处tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Deep%20Research%E7%9A%84%E7%9B%AE%E6%A8%99%E6%98%AF%E6%8F%90%E4%BE%9B%E6%9B%B4%E6%B7%B1%E5%85%A5%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E4%B8%A6%E6%8F%90%E4%BE%9B%E5%8F%AF%E5%8F%97%E6%9F%A5%E8%AD%89%E7%9A%84%E5%BC%95%E7%94%A8%E8%B3%87%E6%96%99%EF%BC%8C%E4%BB%A5%E6%BB%BF%E8%B6%B3%E5%B0%88%E6%A5%AD%E7%94%A8%E6%88%B6%E7%9A%84%E9%9C%80%E6%B1%82%E3%80%82Perplexity%E5%9C%A8%E5%AE%A3%E5%B8%83Deep%20Research%E7%9A%84%E9%83%A8%E8%90%BD%E6%A0%BC%E6%96%87%E7%AB%A0%E4%B8%AD%E6%8C%87%E5%87%BA%EF%BC%8C%E6%97%97%E4%B8%8BDeep%20Research%E5%8A%9F%E8%83%BD%E3%80%8C%E6%93%85%E9%95%B7%E4%B8%80%E7%B3%BB%E5%88%97%E5%B0%88%E5%AE%B6%E7%B4%9A%E4%BB%BB%E5%8B%99%E2%80%94%E2%80%94%E5%BE%9E%E9%87%91%E8%9E%8D%E5%92%8C%E8%A1%8C%E9%8A%B7%E5%88%B0%E7%94%A2%E5%93%81%E7%A0%94%E7%A9%B6%E3%80%82%E3%80%8D|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>。Perplexity则以引用著称,其Deep Research回答会给出来源链接列表,用户可点击查看原始内容theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=Perplexity%E2%80%99s%20new%20Deep%20Research%20tool,is%20free%20to%20use|publisher=theverge.com|access-date=2025-11-15}}</ref>。Grok在最新版本中新增了“引用”功能,回答时会列出信息来源(包括X帖子或网页链接),方便用户验证hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%EF%BC%9A%E7%9B%AE%E5%89%8D%20Grok%20%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AA%20X%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94%E5%87%86%E7%A1%AE%E7%9A%84%E7%AD%94%E6%A1%88%E3%80%82%E6%AD%A4%E5%A4%96%EF%BC%8CGrok,%E8%BF%98%E6%B7%BB%E5%8A%A0%E4%BA%86%E2%80%9C%E5%BC%95%E7%94%A8%E2%80%9D%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%94%A8%E6%88%B7%E5%8F%AF%E4%BB%A5%E8%BD%BB%E6%9D%BE%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E6%9D%A5%E6%BA%90%EF%BC%8C%E4%BA%86%E8%A7%A3%E6%9B%B4%E5%A4%9A%E4%BF%A1%E6%81%AF%E6%88%96%E9%AA%8C%E8%AF%81%20Grok%20%E6%8F%90%E4%BE%9B%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref>。
* 数据和图表分析:在数据处理和可视化方面,各平台能力差异明显。'''ChatGPT(Plus版)'''借助其高级数据分析(原“代码解析器”)功能,可以让AI执行Python代码来分析数据集、生成图表。这意味着ChatGPT不仅能检索文本信息,还可以对用户提供的数据进行统计分析并输出可视化结果,如图表或表格news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/864219258_121924584#:~:text=%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E5%8A%9F%E8%83%BD%E7%9A%84%E6%8E%A8%E5%87%BA%E6%A0%87%E5%BF%97%E7%9D%80ChatGPT%E5%9C%A8%E5%A4%84%E7%90%86%E5%A4%8D%E6%9D%82%E9%97%AE%E9%A2%98%E4%B8%8A%E7%9A%84%E8%83%BD%E5%8A%9B%E5%86%8D%E5%BA%A6%E6%8F%90%E5%8D%87%E3%80%82%E7%94%A8%E6%88%B7%E4%B8%8D%E4%BB%85%E8%83%BD%E5%A4%9F%E8%BF%9B%E8%A1%8C%E6%96%87%E6%9C%AC%E5%AF%B9%E8%AF%9D%EF%BC%8C%E8%BF%98%E5%8F%AF%E4%BB%A5%E5%9C%A8%E8%AF%B7%E6%B1%82%E6%97%B6%E6%B7%BB%E5%8A%A0%E5%9B%BE%E5%83%8F%EF%BC%8C%E4%BD%BF%E5%BE%97%E5%9B%9E%E7%AD%94%E6%9B%B4%E5%8A%A0%E5%A4%9A%E5%85%83%E5%92%8C%E7%94%9F%E5%8A%A8%E3%80%82%E7%B3%BB%E7%BB%9F%E5%AF%B9%E5%90%84%E7%B1%BB%E6%96%87%E4%BB%B6%E7%9A%84%20%E7%90%86%E8%A7%A3%E8%83%BD%E5%8A%9B%E4%B9%9F%E5%BE%97%E5%88%B0%E4%BA%86%E6%98%BE%E8%91%97%E6%8F%90%E5%8D%87%EF%BC%8C%E5%B0%A4%E5%85%B6%E5%9C%A8%E6%96%87%E6%A1%A3%E5%88%86%E6%9E%90%E6%96%B9%E9%9D%A2%EF%BC%8C%E5%B0%86%E6%9C%89%E5%8A%A9%E4%BA%8E%E7%94%A8%E6%88%B7%E6%B7%B1%E5%85%A5%E6%8C%96%E6%8E%98%E6%96%87%E4%BB%B6%E4%B8%AD%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82%E8%BF%99%E4%B8%80%E4%B8%BE%E6%8E%AA%E4%B8%8D%E4%BB%85%E5%A2%9E%E5%BC%BA%E4%BA%86%E7%94%A8%E6%88%B7%E4%B8%8E%E6%99%BA%E8%83%BD%E5%8A%A9%E6%89%8B%E4%B9%8B%E9%97%B4%E7%9A%84%E4%BA%92%E5%8A%A8%EF%BC%8C%E8%BF%98%E8%B5%8B%E4%BA%88%E4%BA%86%E7%94%A8%E6%88%B7%E6%9B%B4%E5%A4%9A%E7%9A%84%E6%8E%A2%E7%B4%A2%E4%B8%8E%E7%A0%94%E7%A9%B6%E7%9A%84%E8%87%AA%E7%94%B1%E3%80%82%20%E6%9C%89%E5%85%B3%E6%95%B0%E6%8D%AE%E8%A1%A8%E6%98%8E%EF%BC%8C%E7%94%A8%E6%88%B7%E5%9C%A8%E5%88%A9%E7%94%A8%E8%BF%99%E4%B8%80%E6%96%B0%E5%8A%9F%E8%83%BD%E6%97%B6%EF%BC%8CChatGPT%E5%8F%AF%E4%BB%A5%E5%9C%A85%E8%87%B330%E5%88%86%E9%92%9F%E5%86%85%E7%BB%99%E5%87%BA%E9%AB%98%E8%B4%A8%E9%87%8F%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E8%BF%99%E4%B8%80%E7%AD%89%E5%BE%85%E6%97%B6%E9%97%B4%E5%9C%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E9%A2%86%E5%9F%9F%E4%B8%AD%E7%9A%84%E5%AE%9E%E9%99%85%E5%BA%94%E7%94%A8%E4%B8%AD%E6%98%BE%E5%BE%97%E5%B0%A4%E4%B8%BA%E9%87%8D%E8%A6%81%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>。Gemini Deep Research目前侧重于文本和网页信息的分析整合,虽然其模型可处理超长上下文(据报道可达100万 tokensnews.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E6%AD%A4%E6%AC%A1%E6%9B%B4%E6%96%B0%E7%9A%84%E6%8A%80%E6%9C%AF%E5%8F%82%E6%95%B0%E8%A1%A8%E6%98%8E%EF%BC%8CDeepResearch%E7%9A%84%E5%8A%9F%E8%83%BD%E8%A2%AB%E4%BC%98%E5%8C%96%E5%88%B0%E4%BA%86%E5%89%8D%E6%89%80%E6%9C%AA%E6%9C%89%E7%9A%84%E7%A8%8B%E5%BA%A6%E3%80%82%E5%B8%AE%E5%8A%A9%E7%94%A8%E6%88%B7%E6%9E%81%E5%A4%A7%E7%BC%A9%E7%9F%AD%E4%BB%8E%E4%BF%A1%E6%81%AF%E6%9F%A5%E6%89%BE%E5%88%B0%E6%8A%A5%E5%91%8A%E7%94%9F%E6%88%90%E7%9A%84%E6%97%B6%E9%97%B4%E3%80%82%E6%A0%B9%E6%8D%AE%E7%BB%9F%E8%AE%A1%E6%95%B0%E6%8D%AE%E6%98%BE%E7%A4%BA%EF%BC%8C%E4%BD%BF%E7%94%A8DeepRes%20earch%E5%AE%8C%E6%88%90%E7%9A%84%E7%A0%94%E7%A9%B6%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%97%B4%E4%BB%8E%E5%87%A0%E5%B0%8F%E6%97%B6%E7%BC%A9%E7%9F%AD%E4%B8%BA%E5%87%A0%E5%88%86%E9%92%9F%EF%BC%8C%E9%80%9F%E5%BA%A6%E5%BF%AB%E4%BA%86%E7%BA%A670,%E6%95%B0%E6%8D%AE%E9%9B%86%E5%A4%84%E7%90%86%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>),但尚未看到直接生成图表或执行复杂数据计算的功能。Perplexity的深度研究聚焦于文献和网页资料的研读整理,没有内置的数据可视化工具。Grok目前也不支持让AI自主生成图表;其图像相关的新功能偏向于图像生成和基本的图像内容分析hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok|publisher=hixx.ai|access-date=2025-11-11}}</ref>(如识别和生成表情包),并未涉及数据可视化。
* 数据和图表分析:在数据处理和可视化方面,各平台能力差异明显。'''ChatGPT(Plus版)'''借助其高级数据分析(原“代码解析器”)功能,可以让AI执行Python代码来分析数据集、生成图表。这意味着ChatGPT不仅能检索文本信息,还可以对用户提供的数据进行统计分析并输出可视化结果,如图表或表格news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/864219258_121924584#:~:text=%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E5%8A%9F%E8%83%BD%E7%9A%84%E6%8E%A8%E5%87%BA%E6%A0%87%E5%BF%97%E7%9D%80ChatGPT%E5%9C%A8%E5%A4%84%E7%90%86%E5%A4%8D%E6%9D%82%E9%97%AE%E9%A2%98%E4%B8%8A%E7%9A%84%E8%83%BD%E5%8A%9B%E5%86%8D%E5%BA%A6%E6%8F%90%E5%8D%87%E3%80%82%E7%94%A8%E6%88%B7%E4%B8%8D%E4%BB%85%E8%83%BD%E5%A4%9F%E8%BF%9B%E8%A1%8C%E6%96%87%E6%9C%AC%E5%AF%B9%E8%AF%9D%EF%BC%8C%E8%BF%98%E5%8F%AF%E4%BB%A5%E5%9C%A8%E8%AF%B7%E6%B1%82%E6%97%B6%E6%B7%BB%E5%8A%A0%E5%9B%BE%E5%83%8F%EF%BC%8C%E4%BD%BF%E5%BE%97%E5%9B%9E%E7%AD%94%E6%9B%B4%E5%8A%A0%E5%A4%9A%E5%85%83%E5%92%8C%E7%94%9F%E5%8A%A8%E3%80%82%E7%B3%BB%E7%BB%9F%E5%AF%B9%E5%90%84%E7%B1%BB%E6%96%87%E4%BB%B6%E7%9A%84%20%E7%90%86%E8%A7%A3%E8%83%BD%E5%8A%9B%E4%B9%9F%E5%BE%97%E5%88%B0%E4%BA%86%E6%98%BE%E8%91%97%E6%8F%90%E5%8D%87%EF%BC%8C%E5%B0%A4%E5%85%B6%E5%9C%A8%E6%96%87%E6%A1%A3%E5%88%86%E6%9E%90%E6%96%B9%E9%9D%A2%EF%BC%8C%E5%B0%86%E6%9C%89%E5%8A%A9%E4%BA%8E%E7%94%A8%E6%88%B7%E6%B7%B1%E5%85%A5%E6%8C%96%E6%8E%98%E6%96%87%E4%BB%B6%E4%B8%AD%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82%E8%BF%99%E4%B8%80%E4%B8%BE%E6%8E%AA%E4%B8%8D%E4%BB%85%E5%A2%9E%E5%BC%BA%E4%BA%86%E7%94%A8%E6%88%B7%E4%B8%8E%E6%99%BA%E8%83%BD%E5%8A%A9%E6%89%8B%E4%B9%8B%E9%97%B4%E7%9A%84%E4%BA%92%E5%8A%A8%EF%BC%8C%E8%BF%98%E8%B5%8B%E4%BA%88%E4%BA%86%E7%94%A8%E6%88%B7%E6%9B%B4%E5%A4%9A%E7%9A%84%E6%8E%A2%E7%B4%A2%E4%B8%8E%E7%A0%94%E7%A9%B6%E7%9A%84%E8%87%AA%E7%94%B1%E3%80%82%20%E6%9C%89%E5%85%B3%E6%95%B0%E6%8D%AE%E8%A1%A8%E6%98%8E%EF%BC%8C%E7%94%A8%E6%88%B7%E5%9C%A8%E5%88%A9%E7%94%A8%E8%BF%99%E4%B8%80%E6%96%B0%E5%8A%9F%E8%83%BD%E6%97%B6%EF%BC%8CChatGPT%E5%8F%AF%E4%BB%A5%E5%9C%A85%E8%87%B330%E5%88%86%E9%92%9F%E5%86%85%E7%BB%99%E5%87%BA%E9%AB%98%E8%B4%A8%E9%87%8F%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E8%BF%99%E4%B8%80%E7%AD%89%E5%BE%85%E6%97%B6%E9%97%B4%E5%9C%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E9%A2%86%E5%9F%9F%E4%B8%AD%E7%9A%84%E5%AE%9E%E9%99%85%E5%BA%94%E7%94%A8%E4%B8%AD%E6%98%BE%E5%BE%97%E5%B0%A4%E4%B8%BA%E9%87%8D%E8%A6%81%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>。Gemini Deep Research目前侧重于文本和网页信息的分析整合,虽然其模型可处理超长上下文(据报道可达100万 tokensnews.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E6%AD%A4%E6%AC%A1%E6%9B%B4%E6%96%B0%E7%9A%84%E6%8A%80%E6%9C%AF%E5%8F%82%E6%95%B0%E8%A1%A8%E6%98%8E%EF%BC%8CDeepResearch%E7%9A%84%E5%8A%9F%E8%83%BD%E8%A2%AB%E4%BC%98%E5%8C%96%E5%88%B0%E4%BA%86%E5%89%8D%E6%89%80%E6%9C%AA%E6%9C%89%E7%9A%84%E7%A8%8B%E5%BA%A6%E3%80%82%E5%B8%AE%E5%8A%A9%E7%94%A8%E6%88%B7%E6%9E%81%E5%A4%A7%E7%BC%A9%E7%9F%AD%E4%BB%8E%E4%BF%A1%E6%81%AF%E6%9F%A5%E6%89%BE%E5%88%B0%E6%8A%A5%E5%91%8A%E7%94%9F%E6%88%90%E7%9A%84%E6%97%B6%E9%97%B4%E3%80%82%E6%A0%B9%E6%8D%AE%E7%BB%9F%E8%AE%A1%E6%95%B0%E6%8D%AE%E6%98%BE%E7%A4%BA%EF%BC%8C%E4%BD%BF%E7%94%A8DeepRes%20earch%E5%AE%8C%E6%88%90%E7%9A%84%E7%A0%94%E7%A9%B6%E5%B7%A5%E4%BD%9C%E6%97%B6%E9%97%B4%E4%BB%8E%E5%87%A0%E5%B0%8F%E6%97%B6%E7%BC%A9%E7%9F%AD%E4%B8%BA%E5%87%A0%E5%88%86%E9%92%9F%EF%BC%8C%E9%80%9F%E5%BA%A6%E5%BF%AB%E4%BA%86%E7%BA%A670,%E6%95%B0%E6%8D%AE%E9%9B%86%E5%A4%84%E7%90%86%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>),但尚未看到直接生成图表或执行复杂数据计算的功能。Perplexity的深度研究聚焦于文献和网页资料的研读整理,没有内置的数据可视化工具。Grok目前也不支持让AI自主生成图表;其图像相关的新功能偏向于图像生成和基本的图像内容分析hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok|publisher=hixx.ai|access-date=2025-11-15}}</ref>(如识别和生成表情包),并未涉及数据可视化。


此外,不同平台的深度研究在使用流程上也有差别。Gemini Deep Research在开始搜索之前,会先为查询自动制定研究计划,并与用户确认后再执行搜索和分析hk.news.yahoo.com<ref>{{cite web|title=hk.news.yahoo.com|url=https://hk.news.yahoo.com/google-%E7%9A%84-gemini-deep-research-%E7%8F%BE%E5%9C%A8%E9%96%8B%E6%94%BE%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B6%E4%BD%BF%E7%94%A8-025947041.html#:~:text=%E8%88%87%20Google%20%E7%9A%84%E6%96%B0%20AI%20%E6%A8%A1%E5%BC%8F%E7%9B%B8%E6%AF%94%EF%BC%8C%E3%80%8C%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E3%80%8D%E7%9A%84%E5%B7%A5%E4%BD%9C%E9%80%9F%E5%BA%A6%E8%A6%81%E6%85%A2%E5%BE%97%E5%A4%9A%EF%BC%8C%E4%BD%86%E6%9C%80%E7%B5%82%E7%94%A2%E5%87%BA%E7%9A%84%E3%80%8C%E5%A0%B1%E5%91%8A%E3%80%8D%E4%B9%9F%E6%9C%83%E6%9B%B4%E5%8A%A0%E6%B7%B1%E5%85%A5%E8%80%8C%E8%A9%B3%E7%B4%B0%E3%80%82%E5%AE%83%E5%B0%87%E9%A6%96%E5%85%88%E5%89%B5%E5%BB%BA%E4%B8%80%E5%80%8B%E7%A0%94%E7%A9%B6%E8%A8%88%E7%95%AB%EF%BC%8C%E5%86%8D%E5%92%8C%E7%94%A8%E6%88%B6%E7%A2%BA%E5%AE%9A%E8%A8%88%E7%95%AB%E5%85%A7%E5%AE%B9%E5%BE%8C,Flash%20Thinking%20Experimental%E3%80%8D%E6%A8%A1%E5%9E%8B%E4%B8%8A%E9%81%8B%E8%A1%8C%20%E2%80%94%E2%80%94%20%E9%80%99%E5%80%8B%E5%90%8D%E7%A8%B1%E6%9C%89%E9%BB%9E%E9%95%B7%EF%BC%8C%E4%BD%86%E7%B0%A1%E5%96%AE%E4%BE%86%E8%AA%AA%E5%AE%83%E5%B0%B1%E6%98%AF%E5%80%8B%E6%AF%94%E8%BC%83%E7%AF%80%E7%9C%81%E9%81%8B%E7%AE%97%E8%B3%87%E6%BA%90%E7%9A%84%E6%8E%A8%E7%90%86%E6%A8%A1%E5%9E%8B%E3%80%82|publisher=hk.news.yahoo.com|access-date=2025-11-11}}</ref>。这种先规划后行动的方式,有助于确保AI理解用户需求并覆盖正确的研究方向。ChatGPT的深度研究代理则是在用户提出复杂问题后,由系统自行展开多步推理与检索,在数分钟到几十分钟内完成回答news.sohu.com<ref>{{cite 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Deep Research的流程类似“搜索引擎+AI助手”,用户在下拉菜单选择Deep Research后,AI自动进行多轮搜索和推理,最终生成详细报告,可导出为PDF或直接在界面查看tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L233%20%E8%A6%81%E4%BD%BF%E7%94%A8Perplexity%20Deep,Research%EF%BC%8C%E5%8F%AA%E9%9C%80%E5%9C%A8Perplexity%E4%B8%AD%E6%8F%90%E4%BA%A4%E6%9F%A5%E8%A9%A2%E6%99%82%EF%BC%8C%E5%BE%9E%E4%B8%8B%E6%8B%89%E9%81%B8%E5%96%AE%E4%B8%AD%E9%81%B8%E6%93%87%E3%80%8CDeep%20Research%E3%80%8D%EF%BC%8C%E5%AE%83%E5%B0%B1%E6%9C%83%E5%BB%BA%E7%AB%8B%E4%B8%80%E4%BB%BD%E8%A9%B3%E7%B4%B0%E7%9A%84%E5%A0%B1%E5%91%8A%E3%80%82%20%E7%94%9F%E6%88%90%E7%B5%90%E6%9E%9C%E5%8F%AF%E4%BB%A5%E5%8C%AF%E5%87%BA%E7%82%BAPDF%E6%AA%94%E6%A1%88%EF%BC%8C%E6%88%96%E7%9B%B4%E6%8E%A5%E5%9C%A8Perplexity%E9%A1%AF%E7%A4%BA%E7%94%9F%E6%88%90%E5%85%A7%E5%AE%B9%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>。Grok的深度研究依托其实时搜索和引用功能,用户提问后,AI即时搜索X和网页内容,随后给出带引用的解答hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%EF%BC%9A%E7%9B%AE%E5%89%8D%20Grok%20%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AA%20X%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94%E5%87%86%E7%A1%AE%E7%9A%84%E7%AD%94%E6%A1%88%E3%80%82%E6%AD%A4%E5%A4%96%EF%BC%8CGrok,%E8%BF%98%E6%B7%BB%E5%8A%A0%E4%BA%86%E2%80%9C%E5%BC%95%E7%94%A8%E2%80%9D%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%94%A8%E6%88%B7%E5%8F%AF%E4%BB%A5%E8%BD%BB%E6%9D%BE%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E6%9D%A5%E6%BA%90%EF%BC%8C%E4%BA%86%E8%A7%A3%E6%9B%B4%E5%A4%9A%E4%BF%A1%E6%81%AF%E6%88%96%E9%AA%8C%E8%AF%81%20Grok%20%E6%8F%90%E4%BE%9B%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>。总体而言,四个平台都支持网页检索和引用证明,但在数据处理、计划生成等附加功能上,ChatGPT Plus具有更强的数据分析能力,而Gemini注重搜索规划,Perplexity擅长高效检索,Grok突出社交媒体整合。
此外,不同平台的深度研究在使用流程上也有差别。Gemini Deep Research在开始搜索之前,会先为查询自动制定研究计划,并与用户确认后再执行搜索和分析hk.news.yahoo.com<ref>{{cite 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web|title=news.sohu.com|url=https://news.sohu.com/a/864219258_121924584#:~:text=%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E5%8A%9F%E8%83%BD%E7%9A%84%E6%8E%A8%E5%87%BA%E6%A0%87%E5%BF%97%E7%9D%80ChatGPT%E5%9C%A8%E5%A4%84%E7%90%86%E5%A4%8D%E6%9D%82%E9%97%AE%E9%A2%98%E4%B8%8A%E7%9A%84%E8%83%BD%E5%8A%9B%E5%86%8D%E5%BA%A6%E6%8F%90%E5%8D%87%E3%80%82%E7%94%A8%E6%88%B7%E4%B8%8D%E4%BB%85%E8%83%BD%E5%A4%9F%E8%BF%9B%E8%A1%8C%E6%96%87%E6%9C%AC%E5%AF%B9%E8%AF%9D%EF%BC%8C%E8%BF%98%E5%8F%AF%E4%BB%A5%E5%9C%A8%E8%AF%B7%E6%B1%82%E6%97%B6%E6%B7%BB%E5%8A%A0%E5%9B%BE%E5%83%8F%EF%BC%8C%E4%BD%BF%E5%BE%97%E5%9B%9E%E7%AD%94%E6%9B%B4%E5%8A%A0%E5%A4%9A%E5%85%83%E5%92%8C%E7%94%9F%E5%8A%A8%E3%80%82%E7%B3%BB%E7%BB%9F%E5%AF%B9%E5%90%84%E7%B1%BB%E6%96%87%E4%BB%B6%E7%9A%84%20%E7%90%86%E8%A7%A3%E8%83%BD%E5%8A%9B%E4%B9%9F%E5%BE%97%E5%88%B0%E4%BA%86%E6%98%BE%E8%91%97%E6%8F%90%E5%8D%87%EF%BC%8C%E5%B0%A4%E5%85%B6%E5%9C%A8%E6%96%87%E6%A1%A3%E5%88%86%E6%9E%90%E6%96%B9%E9%9D%A2%EF%BC%8C%E5%B0%86%E6%9C%89%E5%8A%A9%E4%BA%8E%E7%94%A8%E6%88%B7%E6%B7%B1%E5%85%A5%E6%8C%96%E6%8E%98%E6%96%87%E4%BB%B6%E4%B8%AD%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82%E8%BF%99%E4%B8%80%E4%B8%BE%E6%8E%AA%E4%B8%8D%E4%BB%85%E5%A2%9E%E5%BC%BA%E4%BA%86%E7%94%A8%E6%88%B7%E4%B8%8E%E6%99%BA%E8%83%BD%E5%8A%A9%E6%89%8B%E4%B9%8B%E9%97%B4%E7%9A%84%E4%BA%92%E5%8A%A8%EF%BC%8C%E8%BF%98%E8%B5%8B%E4%BA%88%E4%BA%86%E7%94%A8%E6%88%B7%E6%9B%B4%E5%A4%9A%E7%9A%84%E6%8E%A2%E7%B4%A2%E4%B8%8E%E7%A0%94%E7%A9%B6%E7%9A%84%E8%87%AA%E7%94%B1%E3%80%82%20%E6%9C%89%E5%85%B3%E6%95%B0%E6%8D%AE%E8%A1%A8%E6%98%8E%EF%BC%8C%E7%94%A8%E6%88%B7%E5%9C%A8%E5%88%A9%E7%94%A8%E8%BF%99%E4%B8%80%E6%96%B0%E5%8A%9F%E8%83%BD%E6%97%B6%EF%BC%8CChatGPT%E5%8F%AF%E4%BB%A5%E5%9C%A85%E8%87%B330%E5%88%86%E9%92%9F%E5%86%85%E7%BB%99%E5%87%BA%E9%AB%98%E8%B4%A8%E9%87%8F%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E8%BF%99%E4%B8%80%E7%AD%89%E5%BE%85%E6%97%B6%E9%97%B4%E5%9C%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E9%A2%86%E5%9F%9F%E4%B8%AD%E7%9A%84%E5%AE%9E%E9%99%85%E5%BA%94%E7%94%A8%E4%B8%AD%E6%98%BE%E5%BE%97%E5%B0%A4%E4%B8%BA%E9%87%8D%E8%A6%81%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>。Perplexity Deep Research的流程类似“搜索引擎+AI助手”,用户在下拉菜单选择Deep Research后,AI自动进行多轮搜索和推理,最终生成详细报告,可导出为PDF或直接在界面查看tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L233%20%E8%A6%81%E4%BD%BF%E7%94%A8Perplexity%20Deep,Research%EF%BC%8C%E5%8F%AA%E9%9C%80%E5%9C%A8Perplexity%E4%B8%AD%E6%8F%90%E4%BA%A4%E6%9F%A5%E8%A9%A2%E6%99%82%EF%BC%8C%E5%BE%9E%E4%B8%8B%E6%8B%89%E9%81%B8%E5%96%AE%E4%B8%AD%E9%81%B8%E6%93%87%E3%80%8CDeep%20Research%E3%80%8D%EF%BC%8C%E5%AE%83%E5%B0%B1%E6%9C%83%E5%BB%BA%E7%AB%8B%E4%B8%80%E4%BB%BD%E8%A9%B3%E7%B4%B0%E7%9A%84%E5%A0%B1%E5%91%8A%E3%80%82%20%E7%94%9F%E6%88%90%E7%B5%90%E6%9E%9C%E5%8F%AF%E4%BB%A5%E5%8C%AF%E5%87%BA%E7%82%BAPDF%E6%AA%94%E6%A1%88%EF%BC%8C%E6%88%96%E7%9B%B4%E6%8E%A5%E5%9C%A8Perplexity%E9%A1%AF%E7%A4%BA%E7%94%9F%E6%88%90%E5%85%A7%E5%AE%B9%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>。Grok的深度研究依托其实时搜索和引用功能,用户提问后,AI即时搜索X和网页内容,随后给出带引用的解答hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%EF%BC%9A%E7%9B%AE%E5%89%8D%20Grok%20%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AA%20X%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94%E5%87%86%E7%A1%AE%E7%9A%84%E7%AD%94%E6%A1%88%E3%80%82%E6%AD%A4%E5%A4%96%EF%BC%8CGrok,%E8%BF%98%E6%B7%BB%E5%8A%A0%E4%BA%86%E2%80%9C%E5%BC%95%E7%94%A8%E2%80%9D%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%94%A8%E6%88%B7%E5%8F%AF%E4%BB%A5%E8%BD%BB%E6%9D%BE%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E6%9D%A5%E6%BA%90%EF%BC%8C%E4%BA%86%E8%A7%A3%E6%9B%B4%E5%A4%9A%E4%BF%A1%E6%81%AF%E6%88%96%E9%AA%8C%E8%AF%81%20Grok%20%E6%8F%90%E4%BE%9B%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref>。总体而言,四个平台都支持网页检索和引用证明,但在数据处理、计划生成等附加功能上,ChatGPT Plus具有更强的数据分析能力,而Gemini注重搜索规划,Perplexity擅长高效检索,Grok突出社交媒体整合。


==== 模型适用场景 ====
==== 模型适用场景 ====


不同平台的深度研究功能在擅长的应用场景上各有侧重,适合的用户群和用途略有区别:
不同平台的深度研究功能在擅长的应用场景上各有侧重,适合的用户群和用途略有区别:
* Gemini:Gemini Deep Research被定位为用户的“私人研究助理”,适用于广泛的调研场景gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=Deep%20Research%20%E6%98%AF%E4%BB%80%E4%B9%88|publisher=gemini.google|access-date=2025-11-11}}</ref>。官方举例包括:市场和竞品分析(如了解新产品所处的竞争格局、竞品特点和市场反馈)、商业尽职调查(如调查目标公司的产品、融资、团队及竞争态势)、主题知识梳理(比较概念异同、解释原理以透彻理解某主题)以及产品对比评估(综合功能、性能、价格和口碑对不同产品下结论)gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E7%AB%9E%E4%BA%89%E5%88%86%E6%9E%90|publisher=gemini.google|access-date=2025-11-11}}</ref>。这表明Gemini擅长商业情报、市场调研和深入的知识梳理,对于需要整合多来源信息形成报告的用户(如市场分析员、咨询顾问)非常有用。
* Gemini:Gemini Deep Research被定位为用户的“私人研究助理”,适用于广泛的调研场景gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=Deep%20Research%20%E6%98%AF%E4%BB%80%E4%B9%88|publisher=gemini.google|access-date=2025-11-15}}</ref>。官方举例包括:市场和竞品分析(如了解新产品所处的竞争格局、竞品特点和市场反馈)、商业尽职调查(如调查目标公司的产品、融资、团队及竞争态势)、主题知识梳理(比较概念异同、解释原理以透彻理解某主题)以及产品对比评估(综合功能、性能、价格和口碑对不同产品下结论)gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E7%AB%9E%E4%BA%89%E5%88%86%E6%9E%90|publisher=gemini.google|access-date=2025-11-15}}</ref>。这表明Gemini擅长商业情报、市场调研和深入的知识梳理,对于需要整合多来源信息形成报告的用户(如市场分析员、咨询顾问)非常有用。
* OpenAI ChatGPT(Deep Research 模式):ChatGPT的深度研究智能体旨在解决复杂问题、生成详尽报告,因此在学术研究、专业分析等场景下表现突出news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/864219258_121924584#:~:text=%E5%9C%A8%E7%8E%B0%E4%BB%8A%E7%9A%84%E5%B8%82%E5%9C%BA%E7%8E%AF%E5%A2%83%E4%B8%AD%EF%BC%8C%E5%B0%A4%E5%85%B6%E6%98%AF%E7%A7%91%E6%8A%80%E4%BA%A7%E5%93%81%E6%97%A5%E6%96%B0%E6%9C%88%E5%BC%82%E7%9A%84%E5%A4%A7%E8%83%8C%E6%99%AF%E4%B8%8B%EF%BC%8CChatGPT%20Plus%E7%9A%84%E7%94%A8%E6%88%B7%E5%B0%86%E8%83%BD%E5%A4%9F%E5%9C%A8%E5%A4%9A%E4%B8%AA%E6%96%B9%E9%9D%A2%E4%BA%AB%E5%8F%97%E5%88%B0%E6%9B%B4%E4%B8%BA%E6%B7%B1%E5%85%A5%E7%9A%84%E6%9C%8D%E5%8A%A1%E4%BD%93%E9%AA%8C%E3%80%82%E6%AF%94%E5%A6%82%EF%BC%8C%E5%AF%B9%E4%BA%8E%E5%AD%A6%E6%9C%AF%E7%A0%94%E7%A9%B6%E3%80%81%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E3%80%81%E5%B8%82%E5%9C%BA%20%E8%B0%83%E7%A0%94%E7%AD%89%E9%A2%86%E5%9F%9F%E7%9A%84%E7%94%A8%E6%88%B7%E6%9D%A5%E8%AF%B4%EF%BC%8C%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E5%8A%9F%E8%83%BD%E6%8F%90%E4%BE%9B%E4%BA%86%E4%B8%80%E4%B8%AA%E7%B2%BE%E7%82%BC%E7%9A%84%E9%80%89%E6%8B%A9%EF%BC%8C%E5%9C%A8%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E7%9A%84%E6%95%88%E7%8E%87%E4%B8%8A%E5%AE%8C%E6%88%90%E4%BA%86%E8%B4%A8%E7%9A%84%E9%A3%9E%E8%B7%83%E3%80%82%E5%90%8C%E6%97%B6%EF%BC%8COpenAI%E7%9A%84%E5%A2%9E%E5%BC%BA%E6%9C%8D%E5%8A%A1%E5%9C%A8%E5%90%B8%E5%BC%95%E6%9B%B4%E5%A4%9A%E6%96%B0%E5%AE%A2%E6%88%B7%E7%9A%84%E5%90%8C%E6%97%B6%EF%BC%8C%E5%8F%88%E5%8A%A0%E5%BC%BA%E4%BA%86%E5%AF%B9%E7%8E%B0%E6%9C%89%E7%94%A8%E6%88%B7%20%E7%9A%84%E7%BB%B4%E6%8A%A4%EF%BC%8C%E8%BF%99%E6%97%A0%E7%96%91%E4%BC%9A%E6%8F%90%E5%8D%87%E5%85%B6%E5%9C%A8%E6%95%B4%E4%BD%93%E5%B8%82%E5%9C%BA%E4%B8%AD%E7%9A%84%E7%AB%9E%E4%BA%89%E5%8A%9B%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>。例如,OpenAI指出该功能适合学术论文调研(快速收集相关文献与资料)、数据分析(深度挖掘文档或数据中的信息)和市场调研等用户需求news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/864219258_121924584#:~:text=%E5%9C%A8%E7%8E%B0%E4%BB%8A%E7%9A%84%E5%B8%82%E5%9C%BA%E7%8E%AF%E5%A2%83%E4%B8%AD%EF%BC%8C%E5%B0%A4%E5%85%B6%E6%98%AF%E7%A7%91%E6%8A%80%E4%BA%A7%E5%93%81%E6%97%A5%E6%96%B0%E6%9C%88%E5%BC%82%E7%9A%84%E5%A4%A7%E8%83%8C%E6%99%AF%E4%B8%8B%EF%BC%8CChatGPT%20Plus%E7%9A%84%E7%94%A8%E6%88%B7%E5%B0%86%E8%83%BD%E5%A4%9F%E5%9C%A8%E5%A4%9A%E4%B8%AA%E6%96%B9%E9%9D%A2%E4%BA%AB%E5%8F%97%E5%88%B0%E6%9B%B4%E4%B8%BA%E6%B7%B1%E5%85%A5%E7%9A%84%E6%9C%8D%E5%8A%A1%E4%BD%93%E9%AA%8C%E3%80%82%E6%AF%94%E5%A6%82%EF%BC%8C%E5%AF%B9%E4%BA%8E%E5%AD%A6%E6%9C%AF%E7%A0%94%E7%A9%B6%E3%80%81%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E3%80%81%E5%B8%82%E5%9C%BA%20%E8%B0%83%E7%A0%94%E7%AD%89%E9%A2%86%E5%9F%9F%E7%9A%84%E7%94%A8%E6%88%B7%E6%9D%A5%E8%AF%B4%EF%BC%8C%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E5%8A%9F%E8%83%BD%E6%8F%90%E4%BE%9B%E4%BA%86%E4%B8%80%E4%B8%AA%E7%B2%BE%E7%82%BC%E7%9A%84%E9%80%89%E6%8B%A9%EF%BC%8C%E5%9C%A8%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E7%9A%84%E6%95%88%E7%8E%87%E4%B8%8A%E5%AE%8C%E6%88%90%E4%BA%86%E8%B4%A8%E7%9A%84%E9%A3%9E%E8%B7%83%E3%80%82%E5%90%8C%E6%97%B6%EF%BC%8COpenAI%E7%9A%84%E5%A2%9E%E5%BC%BA%E6%9C%8D%E5%8A%A1%E5%9C%A8%E5%90%B8%E5%BC%95%E6%9B%B4%E5%A4%9A%E6%96%B0%E5%AE%A2%E6%88%B7%E7%9A%84%E5%90%8C%E6%97%B6%EF%BC%8C%E5%8F%88%E5%8A%A0%E5%BC%BA%E4%BA%86%E5%AF%B9%E7%8E%B0%E6%9C%89%E7%94%A8%E6%88%B7%20%E7%9A%84%E7%BB%B4%E6%8A%A4%EF%BC%8C%E8%BF%99%E6%97%A0%E7%96%91%E4%BC%9A%E6%8F%90%E5%8D%87%E5%85%B6%E5%9C%A8%E6%95%B4%E4%BD%93%E5%B8%82%E5%9C%BA%E4%B8%AD%E7%9A%84%E7%AB%9E%E4%BA%89%E5%8A%9B%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>。由于GPT-4强大的推理和语言能力,ChatGPT深度研究在技术方案分析、法律解读、医学综述等高专业度场景下也有优势,可帮助用户在复杂课题上梳理出有条理的报告。此外,ChatGPT还能让用户上传图片或文档作为辅助资料,这进一步拓宽了其应用场景(如分析报表、解读图像信息等)news.sohu.com<ref>{{cite 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* OpenAI ChatGPT(Deep Research 模式):ChatGPT的深度研究智能体旨在解决复杂问题、生成详尽报告,因此在学术研究、专业分析等场景下表现突出news.sohu.com<ref>{{cite 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web|title=news.sohu.com|url=https://news.sohu.com/a/864219258_121924584#:~:text=%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E5%8A%9F%E8%83%BD%E7%9A%84%E6%8E%A8%E5%87%BA%E6%A0%87%E5%BF%97%E7%9D%80ChatGPT%E5%9C%A8%E5%A4%84%E7%90%86%E5%A4%8D%E6%9D%82%E9%97%AE%E9%A2%98%E4%B8%8A%E7%9A%84%E8%83%BD%E5%8A%9B%E5%86%8D%E5%BA%A6%E6%8F%90%E5%8D%87%E3%80%82%E7%94%A8%E6%88%B7%E4%B8%8D%E4%BB%85%E8%83%BD%E5%A4%9F%E8%BF%9B%E8%A1%8C%E6%96%87%E6%9C%AC%E5%AF%B9%E8%AF%9D%EF%BC%8C%E8%BF%98%E5%8F%AF%E4%BB%A5%E5%9C%A8%E8%AF%B7%E6%B1%82%E6%97%B6%E6%B7%BB%E5%8A%A0%E5%9B%BE%E5%83%8F%EF%BC%8C%E4%BD%BF%E5%BE%97%E5%9B%9E%E7%AD%94%E6%9B%B4%E5%8A%A0%E5%A4%9A%E5%85%83%E5%92%8C%E7%94%9F%E5%8A%A8%E3%80%82%E7%B3%BB%E7%BB%9F%E5%AF%B9%E5%90%84%E7%B1%BB%E6%96%87%E4%BB%B6%E7%9A%84%20%E7%90%86%E8%A7%A3%E8%83%BD%E5%8A%9B%E4%B9%9F%E5%BE%97%E5%88%B0%E4%BA%86%E6%98%BE%E8%91%97%E6%8F%90%E5%8D%87%EF%BC%8C%E5%B0%A4%E5%85%B6%E5%9C%A8%E6%96%87%E6%A1%A3%E5%88%86%E6%9E%90%E6%96%B9%E9%9D%A2%EF%BC%8C%E5%B0%86%E6%9C%89%E5%8A%A9%E4%BA%8E%E7%94%A8%E6%88%B7%E6%B7%B1%E5%85%A5%E6%8C%96%E6%8E%98%E6%96%87%E4%BB%B6%E4%B8%AD%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82%E8%BF%99%E4%B8%80%E4%B8%BE%E6%8E%AA%E4%B8%8D%E4%BB%85%E5%A2%9E%E5%BC%BA%E4%BA%86%E7%94%A8%E6%88%B7%E4%B8%8E%E6%99%BA%E8%83%BD%E5%8A%A9%E6%89%8B%E4%B9%8B%E9%97%B4%E7%9A%84%E4%BA%92%E5%8A%A8%EF%BC%8C%E8%BF%98%E8%B5%8B%E4%BA%88%E4%BA%86%E7%94%A8%E6%88%B7%E6%9B%B4%E5%A4%9A%E7%9A%84%E6%8E%A2%E7%B4%A2%E4%B8%8E%E7%A0%94%E7%A9%B6%E7%9A%84%E8%87%AA%E7%94%B1%E3%80%82%20%E6%9C%89%E5%85%B3%E6%95%B0%E6%8D%AE%E8%A1%A8%E6%98%8E%EF%BC%8C%E7%94%A8%E6%88%B7%E5%9C%A8%E5%88%A9%E7%94%A8%E8%BF%99%E4%B8%80%E6%96%B0%E5%8A%9F%E8%83%BD%E6%97%B6%EF%BC%8CChatGPT%E5%8F%AF%E4%BB%A5%E5%9C%A85%E8%87%B330%E5%88%86%E9%92%9F%E5%86%85%E7%BB%99%E5%87%BA%E9%AB%98%E8%B4%A8%E9%87%8F%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E8%BF%99%E4%B8%80%E7%AD%89%E5%BE%85%E6%97%B6%E9%97%B4%E5%9C%A8%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E9%A2%86%E5%9F%9F%E4%B8%AD%E7%9A%84%E5%AE%9E%E9%99%85%E5%BA%94%E7%94%A8%E4%B8%AD%E6%98%BE%E5%BE%97%E5%B0%A4%E4%B8%BA%E9%87%8D%E8%A6%81%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>。
* Perplexity AI:Perplexity的Deep Research模式擅长快速事实汇总和专家问答。官方博客称其在金融、营销、产品研究等专业领域任务上表现出色tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L228%20Deep%20Research%E7%9A%84%E7%9B%AE%E6%A8%99%E6%98%AF%E6%8F%90%E4%BE%9B%E6%9B%B4%E6%B7%B1%E5%85%A5%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E4%B8%A6%E6%8F%90%E4%BE%9B%E5%8F%AF%E5%8F%97%E6%9F%A5%E8%AD%89%E7%9A%84%E5%BC%95%E7%94%A8%E8%B3%87%E6%96%99%EF%BC%8C%E4%BB%A5%E6%BB%BF%E8%B6%B3%E5%B0%88%E6%A5%AD%E7%94%A8%E6%88%B6%E7%9A%84%E9%9C%80%E6%B1%82%E3%80%82Perplexity%E5%9C%A8%E5%AE%A3%E5%B8%83Deep,Research%E7%9A%84%E9%83%A8%E8%90%BD%E6%A0%BC%E6%96%87%E7%AB%A0%E4%B8%AD%E6%8C%87%E5%87%BA%EF%BC%8C%E6%97%97%E4%B8%8BDeep%20Research%E5%8A%9F%E8%83%BD%E3%80%8C%E6%93%85%E9%95%B7%E4%B8%80%E7%B3%BB%E5%88%97%E5%B0%88%E5%AE%B6%E7%B4%9A%E4%BB%BB%E5%8B%99%E2%80%94%E2%80%94%E5%BE%9E%E9%87%91%E8%9E%8D%E5%92%8C%E8%A1%8C%E9%8A%B7%E5%88%B0%E7%94%A2%E5%93%81%E7%A0%94%E7%A9%B6%E3%80%82%E3%80%8D|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>。也就是说,对于金融分析、市场营销策略研究、新产品调研等问题,Perplexity能高效地搜索并整理专业资料,给出深入见解。同时,它也可充当个人顾问,在健康建议、旅行规划等日常领域提供有价值的参考tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L228%20Deep%20Research%E7%9A%84%E7%9B%AE%E6%A8%99%E6%98%AF%E6%8F%90%E4%BE%9B%E6%9B%B4%E6%B7%B1%E5%85%A5%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E4%B8%A6%E6%8F%90%E4%BE%9B%E5%8F%AF%E5%8F%97%E6%9F%A5%E8%AD%89%E7%9A%84%E5%BC%95%E7%94%A8%E8%B3%87%E6%96%99%EF%BC%8C%E4%BB%A5%E6%BB%BF%E8%B6%B3%E5%B0%88%E6%A5%AD%E7%94%A8%E6%88%B6%E7%9A%84%E9%9C%80%E6%B1%82%E3%80%82Perplexity%E5%9C%A8%E5%AE%A3%E5%B8%83Deep,Research%E7%9A%84%E9%83%A8%E8%90%BD%E6%A0%BC%E6%96%87%E7%AB%A0%E4%B8%AD%E6%8C%87%E5%87%BA%EF%BC%8C%E6%97%97%E4%B8%8BDeep%20Research%E5%8A%9F%E8%83%BD%E3%80%8C%E6%93%85%E9%95%B7%E4%B8%80%E7%B3%BB%E5%88%97%E5%B0%88%E5%AE%B6%E7%B4%9A%E4%BB%BB%E5%8B%99%E2%80%94%E2%80%94%E5%BE%9E%E9%87%91%E8%9E%8D%E5%92%8C%E8%A1%8C%E9%8A%B7%E5%88%B0%E7%94%A2%E5%93%81%E7%A0%94%E7%A9%B6%E3%80%82%E3%80%8D|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>。用户提一个开放性的问题,Perplexity会自动追踪相关信息并产出结构化的答案,因此非常适合需要快速了解陌生领域概况的场景,比如记者做背景研究、产品经理了解行业动态、学生写论文综述等。
* Perplexity AI:Perplexity的Deep Research模式擅长快速事实汇总和专家问答。官方博客称其在金融、营销、产品研究等专业领域任务上表现出色tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L228%20Deep%20Research%E7%9A%84%E7%9B%AE%E6%A8%99%E6%98%AF%E6%8F%90%E4%BE%9B%E6%9B%B4%E6%B7%B1%E5%85%A5%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E4%B8%A6%E6%8F%90%E4%BE%9B%E5%8F%AF%E5%8F%97%E6%9F%A5%E8%AD%89%E7%9A%84%E5%BC%95%E7%94%A8%E8%B3%87%E6%96%99%EF%BC%8C%E4%BB%A5%E6%BB%BF%E8%B6%B3%E5%B0%88%E6%A5%AD%E7%94%A8%E6%88%B6%E7%9A%84%E9%9C%80%E6%B1%82%E3%80%82Perplexity%E5%9C%A8%E5%AE%A3%E5%B8%83Deep,Research%E7%9A%84%E9%83%A8%E8%90%BD%E6%A0%BC%E6%96%87%E7%AB%A0%E4%B8%AD%E6%8C%87%E5%87%BA%EF%BC%8C%E6%97%97%E4%B8%8BDeep%20Research%E5%8A%9F%E8%83%BD%E3%80%8C%E6%93%85%E9%95%B7%E4%B8%80%E7%B3%BB%E5%88%97%E5%B0%88%E5%AE%B6%E7%B4%9A%E4%BB%BB%E5%8B%99%E2%80%94%E2%80%94%E5%BE%9E%E9%87%91%E8%9E%8D%E5%92%8C%E8%A1%8C%E9%8A%B7%E5%88%B0%E7%94%A2%E5%93%81%E7%A0%94%E7%A9%B6%E3%80%82%E3%80%8D|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>。也就是说,对于金融分析、市场营销策略研究、新产品调研等问题,Perplexity能高效地搜索并整理专业资料,给出深入见解。同时,它也可充当个人顾问,在健康建议、旅行规划等日常领域提供有价值的参考tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L228%20Deep%20Research%E7%9A%84%E7%9B%AE%E6%A8%99%E6%98%AF%E6%8F%90%E4%BE%9B%E6%9B%B4%E6%B7%B1%E5%85%A5%E7%9A%84%E7%AD%94%E6%A1%88%EF%BC%8C%E4%B8%A6%E6%8F%90%E4%BE%9B%E5%8F%AF%E5%8F%97%E6%9F%A5%E8%AD%89%E7%9A%84%E5%BC%95%E7%94%A8%E8%B3%87%E6%96%99%EF%BC%8C%E4%BB%A5%E6%BB%BF%E8%B6%B3%E5%B0%88%E6%A5%AD%E7%94%A8%E6%88%B6%E7%9A%84%E9%9C%80%E6%B1%82%E3%80%82Perplexity%E5%9C%A8%E5%AE%A3%E5%B8%83Deep,Research%E7%9A%84%E9%83%A8%E8%90%BD%E6%A0%BC%E6%96%87%E7%AB%A0%E4%B8%AD%E6%8C%87%E5%87%BA%EF%BC%8C%E6%97%97%E4%B8%8BDeep%20Research%E5%8A%9F%E8%83%BD%E3%80%8C%E6%93%85%E9%95%B7%E4%B8%80%E7%B3%BB%E5%88%97%E5%B0%88%E5%AE%B6%E7%B4%9A%E4%BB%BB%E5%8B%99%E2%80%94%E2%80%94%E5%BE%9E%E9%87%91%E8%9E%8D%E5%92%8C%E8%A1%8C%E9%8A%B7%E5%88%B0%E7%94%A2%E5%93%81%E7%A0%94%E7%A9%B6%E3%80%82%E3%80%8D|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>。用户提一个开放性的问题,Perplexity会自动追踪相关信息并产出结构化的答案,因此非常适合需要快速了解陌生领域概况的场景,比如记者做背景研究、产品经理了解行业动态、学生写论文综述等。
* xAI Grok:Grok因深度整合了社交媒体 X 平台 数据,特别适合于实时信息获取和社交内容分析。在X上浏览时,用户可直接点选帖子旁的“Grok”按钮,AI便会提供该帖相关的背景信息、事件进展和讨论热度等上下文hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok%20%E8%BF%98%E5%9C%A8%20X%20%E5%B9%B3%E5%8F%B0%E4%B8%8A%E5%B8%A6%E6%9D%A5%E4%B8%80%E4%B8%AA%E6%96%B0%E5%A2%9E%E5%8A%9F%E8%83%BD%EF%BC%9A%E2%80%9CGrok%E2%80%9D%E6%8C%89%E9%92%AE%E3%80%82%E6%AD%A4%E6%8C%89%E9%92%AE%E4%BC%9A%E5%87%BA%E7%8E%B0%E5%9C%A8%E4%B8%BB%E9%A1%B5%E6%97%B6%E9%97%B4%E7%BA%BF%E4%B8%8A%E7%9A%84%E5%B8%96%E5%AD%90%E4%B8%AD%EF%BC%8C%E6%97%A8%E5%9C%A8%E5%B8%AE%E5%8A%A9%E7%94%A8%E6%88%B7%E5%8F%91%E7%8E%B0%E7%9B%B8%E5%85%B3%E7%9A%84%E4%B8%8A%E4%B8%8B%E6%96%87%E4%BF%A1%E6%81%AF%EF%BC%8C%E4%BA%86%E8%A7%A3%E5%AE%9E%E6%97%B6%E4%BA%8B%E4%BB%B6%EF%BC%8C%E5%B9%B6%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E7%83%AD%E9%97%A8%E8%AE%A8%E8%AE%BA%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>。因此,对于跟踪热点事件、解析网络舆情、获取最新资讯,Grok是理想的助手。例如,它可以即时回答“当前某科技新闻的来龙去脉”,或总结长串X讨论的要点。一般的常识问答和资讯查询Grok也能应对,但由于其底层模型体量相对较小,目前在学术科研、专业报告等高深领域还不是最强项。总体来说,Grok适用于关注实时动态的用户和需要结合社交媒体内容的查询,比如媒体工作者梳理网友观点,或普通用户追踪某话题的最新进展。
* xAI Grok:Grok因深度整合了社交媒体 X 平台 数据,特别适合于实时信息获取和社交内容分析。在X上浏览时,用户可直接点选帖子旁的“Grok”按钮,AI便会提供该帖相关的背景信息、事件进展和讨论热度等上下文hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok%20%E8%BF%98%E5%9C%A8%20X%20%E5%B9%B3%E5%8F%B0%E4%B8%8A%E5%B8%A6%E6%9D%A5%E4%B8%80%E4%B8%AA%E6%96%B0%E5%A2%9E%E5%8A%9F%E8%83%BD%EF%BC%9A%E2%80%9CGrok%E2%80%9D%E6%8C%89%E9%92%AE%E3%80%82%E6%AD%A4%E6%8C%89%E9%92%AE%E4%BC%9A%E5%87%BA%E7%8E%B0%E5%9C%A8%E4%B8%BB%E9%A1%B5%E6%97%B6%E9%97%B4%E7%BA%BF%E4%B8%8A%E7%9A%84%E5%B8%96%E5%AD%90%E4%B8%AD%EF%BC%8C%E6%97%A8%E5%9C%A8%E5%B8%AE%E5%8A%A9%E7%94%A8%E6%88%B7%E5%8F%91%E7%8E%B0%E7%9B%B8%E5%85%B3%E7%9A%84%E4%B8%8A%E4%B8%8B%E6%96%87%E4%BF%A1%E6%81%AF%EF%BC%8C%E4%BA%86%E8%A7%A3%E5%AE%9E%E6%97%B6%E4%BA%8B%E4%BB%B6%EF%BC%8C%E5%B9%B6%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E7%83%AD%E9%97%A8%E8%AE%A8%E8%AE%BA%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref>。因此,对于跟踪热点事件、解析网络舆情、获取最新资讯,Grok是理想的助手。例如,它可以即时回答“当前某科技新闻的来龙去脉”,或总结长串X讨论的要点。一般的常识问答和资讯查询Grok也能应对,但由于其底层模型体量相对较小,目前在学术科研、专业报告等高深领域还不是最强项。总体来说,Grok适用于关注实时动态的用户和需要结合社交媒体内容的查询,比如媒体工作者梳理网友观点,或普通用户追踪某话题的最新进展。


==== 调研深度 ====
==== 调研深度 ====


在调研深度方面,我们考察各平台引用来源的丰富度与质量、对外部链接的支持程度以及数据分析与可视化能力等。
在调研深度方面,我们考察各平台引用来源的丰富度与质量、对外部链接的支持程度以及数据分析与可视化能力等。
* 引用数量与质量:深度研究工具的核心价值在于整合多源信息、提供有根据的答案。 ChatGPT
* 引用数量与质量:深度研究工具的核心价值在于整合多源信息、提供有根据的答案。 ChatGPT


综上,在调研深度上ChatGPT和Perplexity更注重高质量引用(ChatGPT以深度著称,Perplexity以快速全面著称),Gemini走广覆盖和智能规划路线,Grok则专长于实时动态和社交内容。ChatGPT Plus独有的数据分析/可视化能力,使其在需要处理数据的研究任务中独树一帜。
综上,在调研深度上ChatGPT和Perplexity更注重高质量引用(ChatGPT以深度著称,Perplexity以快速全面著称),Gemini走广覆盖和智能规划路线,Grok则专长于实时动态和社交内容。ChatGPT Plus独有的数据分析/可视化能力,使其在需要处理数据的研究任务中独树一帜。
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衡量深度研究功能的专业性,主要看其在医学、法律、商业等高专业度话题下的准确性和表现。近期一系列评测和基准测试结果可以作为参考:
衡量深度研究功能的专业性,主要看其在医学、法律、商业等高专业度话题下的准确性和表现。近期一系列评测和基准测试结果可以作为参考:
* 综合复杂问题能力:在被称为“人类终极考试 (Humanity’s Last Exam)”的高难度测试中(涵盖数学、科学、历史、文学等100多个学科的专家级问题),OpenAI的深度研究智能体取得了26.6%'''的得分,创造了新的记录zhuanlan.zhihu.com<ref>{{cite web|title=zhuanlan.zhihu.com|url=https://zhuanlan.zhihu.com/p/21049103180#:~:text=%E4%B8%80%E5%91%A8AI%E5%8A%A8%E6%80%81%E7%82%B9%E8%AF%84%EF%BC%9Ao3,%E3%80%82%E5%9C%A8GAIA|publisher=zhuanlan.zhihu.com|access-date=2025-11-11}}</ref>。这一成绩远超另一领先模型DeepSeek R1的9.4%,显示了GPT-4驱动的ChatGPT深度研究在复杂推理上的强大实力zhuanlan.zhihu.com<ref>{{cite web|title=zhuanlan.zhihu.com|url=https://zhuanlan.zhihu.com/p/21049103180#:~:text=%E4%B8%80%E5%91%A8AI%E5%8A%A8%E6%80%81%E7%82%B9%E8%AF%84%EF%BC%9Ao3,%E3%80%82%E5%9C%A8GAIA|publisher=zhuanlan.zhihu.com|access-date=2025-11-11}}</ref>。Perplexity的Deep Research在同测试中得分'''21.1%,表现仅次于OpenAI,击败了大多数其他模型(例如Gemini Thinking的6.2%、Grok-2的3.8%等)tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Perplexity%20AI%20%E4%B9%9F%E5%BC%B7%E8%AA%BF%E6%97%97%E4%B8%8BDeep%20Research%E5%9C%A8Humanity%E2%80%99s%20Last,4o%20%283.3%25%29%EF%BC%8C%E5%83%85%E8%90%BD%E5%BE%8C%E6%96%BCOpenAI%E7%9A%84Deep%20Research%20%2826.6%25%29%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>。这说明Perplexity虽然模型架构可能依赖第三方(如OpenAI API等),但通过多轮检索和推理,达到了接近GPT-4的专业解题水平。相形之下,Gemini和Grok目前在这类高难度综合测试中成绩较低,暗示其深度推理能力还有提升空间tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Perplexity%20AI%20%E4%B9%9F%E5%BC%B7%E8%AA%BF%E6%97%97%E4%B8%8BDeep%20Research%E5%9C%A8Humanity%E2%80%99s%20Last,4o%20%283.3%25%29%EF%BC%8C%E5%83%85%E8%90%BD%E5%BE%8C%E6%96%BCOpenAI%E7%9A%84Deep%20Research%20%2826.6%25%29%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>。
* 综合复杂问题能力:在被称为“人类终极考试 (Humanity’s Last Exam)”的高难度测试中(涵盖数学、科学、历史、文学等100多个学科的专家级问题),OpenAI的深度研究智能体取得了26.6%'''的得分,创造了新的记录zhuanlan.zhihu.com<ref>{{cite web|title=zhuanlan.zhihu.com|url=https://zhuanlan.zhihu.com/p/21049103180#:~:text=%E4%B8%80%E5%91%A8AI%E5%8A%A8%E6%80%81%E7%82%B9%E8%AF%84%EF%BC%9Ao3,%E3%80%82%E5%9C%A8GAIA|publisher=zhuanlan.zhihu.com|access-date=2025-11-15}}</ref>。这一成绩远超另一领先模型DeepSeek R1的9.4%,显示了GPT-4驱动的ChatGPT深度研究在复杂推理上的强大实力zhuanlan.zhihu.com<ref>{{cite web|title=zhuanlan.zhihu.com|url=https://zhuanlan.zhihu.com/p/21049103180#:~:text=%E4%B8%80%E5%91%A8AI%E5%8A%A8%E6%80%81%E7%82%B9%E8%AF%84%EF%BC%9Ao3,%E3%80%82%E5%9C%A8GAIA|publisher=zhuanlan.zhihu.com|access-date=2025-11-15}}</ref>。Perplexity的Deep Research在同测试中得分'''21.1%,表现仅次于OpenAI,击败了大多数其他模型(例如Gemini Thinking的6.2%、Grok-2的3.8%等)tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Perplexity%20AI%20%E4%B9%9F%E5%BC%B7%E8%AA%BF%E6%97%97%E4%B8%8BDeep%20Research%E5%9C%A8Humanity%E2%80%99s%20Last,4o%20%283.3%25%29%EF%BC%8C%E5%83%85%E8%90%BD%E5%BE%8C%E6%96%BCOpenAI%E7%9A%84Deep%20Research%20%2826.6%25%29%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>。这说明Perplexity虽然模型架构可能依赖第三方(如OpenAI API等),但通过多轮检索和推理,达到了接近GPT-4的专业解题水平。相形之下,Gemini和Grok目前在这类高难度综合测试中成绩较低,暗示其深度推理能力还有提升空间tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Perplexity%20AI%20%E4%B9%9F%E5%BC%B7%E8%AA%BF%E6%97%97%E4%B8%8BDeep%20Research%E5%9C%A8Humanity%E2%80%99s%20Last,4o%20%283.3%25%29%EF%BC%8C%E5%83%85%E8%90%BD%E5%BE%8C%E6%96%BCOpenAI%E7%9A%84Deep%20Research%20%2826.6%25%29%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>。
* 事实准确性:在涵盖数千个事实性问题的SimpleQA基准中,Perplexity Deep Research的回答准确率高达93.9%,遥遥领先于其他模型tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L251%20%E4%BD%86%E5%9C%A8%E6%B8%AC%E8%A9%A6%E4%BA%8B%E5%AF%A6%E6%80%A7%E7%9A%84%E6%95%B8%E5%8D%83%E5%80%8B%E5%95%8F%E9%A1%8C%E7%B5%84%E6%88%90%E7%9A%84SimpleQA%E5%9F%BA%E6%BA%96%E6%B8%AC%E8%A9%A6%E4%B8%AD%EF%BC%8CPerplexity%20Deep,%E7%9A%84%E6%BA%96%E7%A2%BA%E5%BA%A6%EF%BC%8C%E9%81%A0%E8%B6%85%E5%85%B6%E4%BB%96%E9%A0%98%E5%85%88%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%A1%A8%E7%8F%BE%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>。这体现了其引用可靠来源、严格校验事实的作风,非常适合需要精确事实依据的专业领域问答。ChatGPT在事实准确性上同样表现优秀(由于没有给出具体数值,这里以Perplexity的数据为参照),并且ChatGPT的深度研究通过引用来源来支撑答案,降低了胡编内容的风险。Gemini由于能搜索整合大量资料,理论上在事实问题上也会有不错的准确性,但其模型(Gemini 2.0 Flash实验版)偏重快速推理,知识覆盖可能不及GPT-4完整,因此在极偏门领域可能出现信息不足或错误。Grok目前仍处于改进阶段,受限于模型规模,在涉及严谨事实的场合下准确性略逊,需要通过引用内容来佐证自身回答。因此,在医学诊断、法律分析等高专业度任务中,ChatGPT深度研究往往能给出较权威且有依据的回答(GPT-4经过医疗和法律知识的专门训练,已通过美国医师资格考试等),Perplexity则确保有据可查且答案简明直观。Gemini在专业问题上的表现正在提升,但权威程度还有待更多实测。Grok由于底层模型相对较新且训练数据偏社交内容,对专业问题的理解深度有限,高度专业的问题(如细致的法律条文解读、医学论文综述)可能无法达到专家水平。不过,随着Grok未来版本(如Grok-3)的推出,其专业能力也有望大幅增强finance.sina.com.cn<ref>{{cite web|title=finance.sina.com.cn|url=https://finance.sina.com.cn/stock/usstock/c/2025-01-04/doc-inecuqcz4016325.shtml#:~:text=%E9%A9%AC%E6%96%AF%E5%85%8B%E7%A7%B0Grok%203%E5%8D%B3%E5%B0%86%E6%8E%A8%E5%87%BA%EF%BC%9A%E5%B7%B2%E5%AE%8C%E6%88%90%E9%A2%84%E8%AE%AD%E7%BB%83%EF%BC%8C%E8%AE%A1%E7%AE%97%E9%87%8F%E6%AF%94Grok%202%E9%AB%98%E5%8D%81%E5%80%8D%20%E8%BF%91%E6%9C%9F%EF%BC%8CGrok%20%E6%8E%A8%E5%87%BA%E4%BA%86%E4%B8%A4%E4%B8%AA%E9%A2%9D%E5%A4%96%E7%9A%84%E5%8A%9F%E8%83%BD%E6%9D%A5%E8%BF%9B%E4%B8%80%E6%AD%A5%E5%A2%9E%E5%BC%BA%E8%BF%99%E7%A7%8D%E4%BD%93%E9%AA%8C%EF%BC%9A%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%E3%80%82%E7%9B%AE%E5%89%8DGrok,%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AAX%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94|publisher=finance.sina.com.cn|date=2025-01-04|access-date=2025-11-11}}</ref>。
* 事实准确性:在涵盖数千个事实性问题的SimpleQA基准中,Perplexity Deep Research的回答准确率高达93.9%,遥遥领先于其他模型tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L251%20%E4%BD%86%E5%9C%A8%E6%B8%AC%E8%A9%A6%E4%BA%8B%E5%AF%A6%E6%80%A7%E7%9A%84%E6%95%B8%E5%8D%83%E5%80%8B%E5%95%8F%E9%A1%8C%E7%B5%84%E6%88%90%E7%9A%84SimpleQA%E5%9F%BA%E6%BA%96%E6%B8%AC%E8%A9%A6%E4%B8%AD%EF%BC%8CPerplexity%20Deep,%E7%9A%84%E6%BA%96%E7%A2%BA%E5%BA%A6%EF%BC%8C%E9%81%A0%E8%B6%85%E5%85%B6%E4%BB%96%E9%A0%98%E5%85%88%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%A1%A8%E7%8F%BE%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>。这体现了其引用可靠来源、严格校验事实的作风,非常适合需要精确事实依据的专业领域问答。ChatGPT在事实准确性上同样表现优秀(由于没有给出具体数值,这里以Perplexity的数据为参照),并且ChatGPT的深度研究通过引用来源来支撑答案,降低了胡编内容的风险。Gemini由于能搜索整合大量资料,理论上在事实问题上也会有不错的准确性,但其模型(Gemini 2.0 Flash实验版)偏重快速推理,知识覆盖可能不及GPT-4完整,因此在极偏门领域可能出现信息不足或错误。Grok目前仍处于改进阶段,受限于模型规模,在涉及严谨事实的场合下准确性略逊,需要通过引用内容来佐证自身回答。因此,在医学诊断、法律分析等高专业度任务中,ChatGPT深度研究往往能给出较权威且有依据的回答(GPT-4经过医疗和法律知识的专门训练,已通过美国医师资格考试等),Perplexity则确保有据可查且答案简明直观。Gemini在专业问题上的表现正在提升,但权威程度还有待更多实测。Grok由于底层模型相对较新且训练数据偏社交内容,对专业问题的理解深度有限,高度专业的问题(如细致的法律条文解读、医学论文综述)可能无法达到专家水平。不过,随着Grok未来版本(如Grok-3)的推出,其专业能力也有望大幅增强finance.sina.com.cn<ref>{{cite web|title=finance.sina.com.cn|url=https://finance.sina.com.cn/stock/usstock/c/2025-01-04/doc-inecuqcz4016325.shtml#:~:text=%E9%A9%AC%E6%96%AF%E5%85%8B%E7%A7%B0Grok%203%E5%8D%B3%E5%B0%86%E6%8E%A8%E5%87%BA%EF%BC%9A%E5%B7%B2%E5%AE%8C%E6%88%90%E9%A2%84%E8%AE%AD%E7%BB%83%EF%BC%8C%E8%AE%A1%E7%AE%97%E9%87%8F%E6%AF%94Grok%202%E9%AB%98%E5%8D%81%E5%80%8D%20%E8%BF%91%E6%9C%9F%EF%BC%8CGrok%20%E6%8E%A8%E5%87%BA%E4%BA%86%E4%B8%A4%E4%B8%AA%E9%A2%9D%E5%A4%96%E7%9A%84%E5%8A%9F%E8%83%BD%E6%9D%A5%E8%BF%9B%E4%B8%80%E6%AD%A5%E5%A2%9E%E5%BC%BA%E8%BF%99%E7%A7%8D%E4%BD%93%E9%AA%8C%EF%BC%9A%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%E3%80%82%E7%9B%AE%E5%89%8DGrok,%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AAX%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94|publisher=finance.sina.com.cn|date=2025-01-04|access-date=2025-11-15}}</ref>。
* 输出风格与可信度:在专业场景下,答案的措辞和论证也很重要。ChatGPT的深度研究报告通常结构清晰、层次分明,类似人类撰写的调研报告,可以涵盖背景、现状、分析和结论等部分,这对专业读者来说非常友好。Perplexity的输出相对简洁直接,重点突出,并辅以来源,使得读者可以迅速获取结论并查证细节。Gemini生成的报告据称是多页的全面报告gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E5%80%9F%E5%8A%A9%20Gemini%20%E4%B8%AD%E7%9A%84%20Deep%20Research%EF%BC%8C%E5%BF%AB%E9%80%9F%E4%BA%86%E8%A7%A3%E5%90%84%E7%A7%8D%E9%A2%86%E5%9F%9F%E7%9A%84%E5%86%85%E5%AE%B9%E3%80%82%E8%BF%99%E4%B8%80%E6%99%BA%E8%83%BD%E4%BD%93%E5%8A%9F%E8%83%BD%E5%8F%AF%E6%9B%BF%E4%BD%A0%E8%87%AA%E5%8A%A8%E6%B5%8F%E8%A7%88%E5%A4%9A%E8%BE%BE%E6%95%B0%E7%99%BE%E4%B8%AA%E7%BD%91%E7%AB%99%E3%80%81%E5%88%86%E6%9E%90%E6%90%9C%E5%AF%BB%E5%88%B0%E7%9A%84%E7%BB%93%E6%9E%9C%E5%B9%B6%E7%94%9F%E6%88%90%E5%86%85%E5%AE%B9%E4%B8%B0%E5%AF%8C%E7%9A%84%E5%A4%9A%E9%A1%B5%E6%8A%A5,%E5%91%8A%EF%BC%8C%E8%BF%98%E8%83%BD%E5%B0%86%E8%BF%99%E4%BA%9B%E6%8A%A5%E5%91%8A%E8%BD%AC%E6%8D%A2%E4%B8%BA%E7%94%9F%E5%8A%A8%E6%9C%89%E8%B6%A3%E7%9A%84%E6%92%AD%E5%AE%A2%E5%BC%8F%E5%AF%B9%E8%AF%9D%E3%80%82|publisher=gemini.google|access-date=2025-11-11}}</ref>,“深入的细节和独到的见解”并存gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E6%8A%A5%E5%91%8A|publisher=gemini.google|access-date=2025-11-11}}</ref>。这意味着其风格可能更接近咨询报告或研究简报,对于商业和学术用户都有吸引力。Grok在专业话题下的回答通常较为简短,一方面因为其模型尚不如GPT-4健谈,另一方面也可能因为它倾向于引用社交媒体内容(而社交平台上的专业讨论深度有限)。在可信度上,ChatGPT和Perplexity由于提供多个可靠引用,赢得用户信任度更高;Gemini背靠Google的品牌和搜索技术,其信息来源可信度也较有保障;Grok因为引用X帖子,有时引用的内容本身权威性不如学术或新闻来源,需要用户自行辨别。不过,总的来看四大平台在专业领域都在快速改进:OpenAI和Perplexity目前领先,Google紧追其后,而Grok作为后来者也在通过免费开放策略不断学习提升hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=xAl%20%E5%9C%A8%E8%BF%87%E5%8E%BB%E5%87%A0%E5%91%A8%E4%B8%80%E7%9B%B4%E5%9C%A8%E6%82%84%E6%82%84%E6%B5%8B%E8%AF%95%20Grok,2%20%E9%80%9F%E5%BA%A6%E6%9B%B4%E5%BF%AB%E3%80%81%E6%9B%B4%E5%87%86%E7%A1%AE%EF%BC%8C%E7%8E%B0%E5%9C%A8%E8%BF%98%E5%8C%85%E5%90%AB%E5%9B%BE%E5%83%8F%E7%94%9F%E6%88%90%E7%AD%89%E6%96%B0%E5%8A%9F%E8%83%BD%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E5%9C%A8%E4%BC%97%E5%A4%9A%E7%94%A8%E6%88%B7%E4%B8%AD%EF%BC%8C%E5%9B%B4%E7%BB%95%E6%AD%A4%E5%8A%9F%E8%83%BD%E7%9A%84%E8%AE%A8%E8%AE%BA%E4%B9%9F%E6%97%A5%E6%B8%90%E5%8D%87%E6%B8%A9%E3%80%82%E7%94%A8%E6%88%B7%E5%AF%B9DeepResearch%E7%9A%84%E9%AB%98%E6%95%88%E8%83%BD%E6%8F%90%E4%BE%9B%E4%BA%86%E7%A7%AF%E6%9E%81%E7%9A%84%E5%8F%8D%E9%A6%88%EF%BC%8C%E5%90%8C%E6%97%B6%E4%B9%9F%E5%AF%B9%E5%85%B6%E6%AF%8F%E6%9C%88%E7%9A%84%E4%BD%BF%E7%94%A8%E6%AC%A1%E6%95%B0%E9%99%90%E5%88%B6%E6%8F%90%E5%87%BA%E4%BA%86%E8%B4%A8%E7%96%91%E3%80%82%E5%85%B6%E4%BB%96%E7%94%A8%E6%88%B7%E5%88%99%E5%BC%80%E5%A7%8B%E6%9C%9F%E5%BE%85%E6%9C%AA%E6%9D%A5%20%E9%80%9A%E8%BF%87API%E6%8E%A5%E5%8F%A3%E8%BF%9B%E4%B8%80%E6%AD%A5%E6%8E%A5%E5%85%A5%E8%BF%99%E4%B8%80%E5%BC%BA%E5%A4%A7%E5%8A%9F%E8%83%BD%E3%80%82%E6%95%B4%E4%BD%93%E6%9D%A5%E7%9C%8B%EF%BC%8CDeepResearch%E5%B1%95%E7%8E%B0%E5%87%BA%E7%9A%84%E5%BC%BA%E5%A4%A7%E8%83%BD%E5%8A%9B%E5%92%8C%E6%BD%9C%E5%9C%A8%E7%9A%84%E5%B8%82%E5%9C%BA%E9%9C%80%E6%B1%82%EF%BC%8C%E9%A2%84%E7%A4%BA%E7%9D%80%E5%AE%83%E5%9C%A8%E6%9C%AA%E6%9D%A5%E7%9A%84%E4%BD%BF%E7%94%A8%E5%9C%BA%E6%99%AF%E4%B8%AD%E5%B0%86%E6%89%BF%E8%BD%BD%E6%9B%B4%E5%A4%9A%E5%8F%AF%E8%83%BD%E6%80%A7%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>。
* 输出风格与可信度:在专业场景下,答案的措辞和论证也很重要。ChatGPT的深度研究报告通常结构清晰、层次分明,类似人类撰写的调研报告,可以涵盖背景、现状、分析和结论等部分,这对专业读者来说非常友好。Perplexity的输出相对简洁直接,重点突出,并辅以来源,使得读者可以迅速获取结论并查证细节。Gemini生成的报告据称是多页的全面报告gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E5%80%9F%E5%8A%A9%20Gemini%20%E4%B8%AD%E7%9A%84%20Deep%20Research%EF%BC%8C%E5%BF%AB%E9%80%9F%E4%BA%86%E8%A7%A3%E5%90%84%E7%A7%8D%E9%A2%86%E5%9F%9F%E7%9A%84%E5%86%85%E5%AE%B9%E3%80%82%E8%BF%99%E4%B8%80%E6%99%BA%E8%83%BD%E4%BD%93%E5%8A%9F%E8%83%BD%E5%8F%AF%E6%9B%BF%E4%BD%A0%E8%87%AA%E5%8A%A8%E6%B5%8F%E8%A7%88%E5%A4%9A%E8%BE%BE%E6%95%B0%E7%99%BE%E4%B8%AA%E7%BD%91%E7%AB%99%E3%80%81%E5%88%86%E6%9E%90%E6%90%9C%E5%AF%BB%E5%88%B0%E7%9A%84%E7%BB%93%E6%9E%9C%E5%B9%B6%E7%94%9F%E6%88%90%E5%86%85%E5%AE%B9%E4%B8%B0%E5%AF%8C%E7%9A%84%E5%A4%9A%E9%A1%B5%E6%8A%A5,%E5%91%8A%EF%BC%8C%E8%BF%98%E8%83%BD%E5%B0%86%E8%BF%99%E4%BA%9B%E6%8A%A5%E5%91%8A%E8%BD%AC%E6%8D%A2%E4%B8%BA%E7%94%9F%E5%8A%A8%E6%9C%89%E8%B6%A3%E7%9A%84%E6%92%AD%E5%AE%A2%E5%BC%8F%E5%AF%B9%E8%AF%9D%E3%80%82|publisher=gemini.google|access-date=2025-11-15}}</ref>,“深入的细节和独到的见解”并存gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E6%8A%A5%E5%91%8A|publisher=gemini.google|access-date=2025-11-15}}</ref>。这意味着其风格可能更接近咨询报告或研究简报,对于商业和学术用户都有吸引力。Grok在专业话题下的回答通常较为简短,一方面因为其模型尚不如GPT-4健谈,另一方面也可能因为它倾向于引用社交媒体内容(而社交平台上的专业讨论深度有限)。在可信度上,ChatGPT和Perplexity由于提供多个可靠引用,赢得用户信任度更高;Gemini背靠Google的品牌和搜索技术,其信息来源可信度也较有保障;Grok因为引用X帖子,有时引用的内容本身权威性不如学术或新闻来源,需要用户自行辨别。不过,总的来看四大平台在专业领域都在快速改进:OpenAI和Perplexity目前领先,Google紧追其后,而Grok作为后来者也在通过免费开放策略不断学习提升hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=xAl%20%E5%9C%A8%E8%BF%87%E5%8E%BB%E5%87%A0%E5%91%A8%E4%B8%80%E7%9B%B4%E5%9C%A8%E6%82%84%E6%82%84%E6%B5%8B%E8%AF%95%20Grok,2%20%E9%80%9F%E5%BA%A6%E6%9B%B4%E5%BF%AB%E3%80%81%E6%9B%B4%E5%87%86%E7%A1%AE%EF%BC%8C%E7%8E%B0%E5%9C%A8%E8%BF%98%E5%8C%85%E5%90%AB%E5%9B%BE%E5%83%8F%E7%94%9F%E6%88%90%E7%AD%89%E6%96%B0%E5%8A%9F%E8%83%BD%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref>news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E5%9C%A8%E4%BC%97%E5%A4%9A%E7%94%A8%E6%88%B7%E4%B8%AD%EF%BC%8C%E5%9B%B4%E7%BB%95%E6%AD%A4%E5%8A%9F%E8%83%BD%E7%9A%84%E8%AE%A8%E8%AE%BA%E4%B9%9F%E6%97%A5%E6%B8%90%E5%8D%87%E6%B8%A9%E3%80%82%E7%94%A8%E6%88%B7%E5%AF%B9DeepResearch%E7%9A%84%E9%AB%98%E6%95%88%E8%83%BD%E6%8F%90%E4%BE%9B%E4%BA%86%E7%A7%AF%E6%9E%81%E7%9A%84%E5%8F%8D%E9%A6%88%EF%BC%8C%E5%90%8C%E6%97%B6%E4%B9%9F%E5%AF%B9%E5%85%B6%E6%AF%8F%E6%9C%88%E7%9A%84%E4%BD%BF%E7%94%A8%E6%AC%A1%E6%95%B0%E9%99%90%E5%88%B6%E6%8F%90%E5%87%BA%E4%BA%86%E8%B4%A8%E7%96%91%E3%80%82%E5%85%B6%E4%BB%96%E7%94%A8%E6%88%B7%E5%88%99%E5%BC%80%E5%A7%8B%E6%9C%9F%E5%BE%85%E6%9C%AA%E6%9D%A5%20%E9%80%9A%E8%BF%87API%E6%8E%A5%E5%8F%A3%E8%BF%9B%E4%B8%80%E6%AD%A5%E6%8E%A5%E5%85%A5%E8%BF%99%E4%B8%80%E5%BC%BA%E5%A4%A7%E5%8A%9F%E8%83%BD%E3%80%82%E6%95%B4%E4%BD%93%E6%9D%A5%E7%9C%8B%EF%BC%8CDeepResearch%E5%B1%95%E7%8E%B0%E5%87%BA%E7%9A%84%E5%BC%BA%E5%A4%A7%E8%83%BD%E5%8A%9B%E5%92%8C%E6%BD%9C%E5%9C%A8%E7%9A%84%E5%B8%82%E5%9C%BA%E9%9C%80%E6%B1%82%EF%BC%8C%E9%A2%84%E7%A4%BA%E7%9D%80%E5%AE%83%E5%9C%A8%E6%9C%AA%E6%9D%A5%E7%9A%84%E4%BD%BF%E7%94%A8%E5%9C%BA%E6%99%AF%E4%B8%AD%E5%B0%86%E6%89%BF%E8%BD%BD%E6%9B%B4%E5%A4%9A%E5%8F%AF%E8%83%BD%E6%80%A7%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>。


==== 价格区间(免费版 vs Pro版) ====
==== 价格区间(免费版 vs Pro版) ====


在价格方面,各平台的深度研究功能提供了免费和付费两种模式,但细节有所不同:
在价格方面,各平台的深度研究功能提供了免费和付费两种模式,但细节有所不同:
* Google Gemini:Gemini 的基础功能对所有Google账号用户免费开放,2025年3月起深度研究功能也开启免费试用,支持超过45种语言且不再需要订阅Gemini
* Google Gemini:Gemini 的基础功能对所有Google账号用户免费开放,2025年3月起深度研究功能也开启免费试用,支持超过45种语言且不再需要订阅Gemini


==== 使用次数与限制 ====
==== 使用次数与限制 ====


免费与付费版本在深度研究功能的使用频次上往往有显著区别,以控制资源消耗。下面分别说明各平台的限制:
免费与付费版本在深度研究功能的使用频次上往往有显著区别,以控制资源消耗。下面分别说明各平台的限制:
* Gemini:根据用户社区的反馈,当前Gemini免费用户每月约可运行5次Deep Researchx.com<ref>{{cite web|title=x.com|url=https://x.com/oasisfeng/status/1900387330348732539#:~:text=Oasis%20Feng%20on%20X%3A%20,%E5%87%86%E5%A4%87%E4%B8%8EPerplexity%20%E6%9B%B4%E5%BB%89%E4%BB%B7%E7%9A%84Deep%20Research%20%E5%AF%B9%E6%AF%94%E6%B5%8B%E8%AF%95%E4%B8%80%E4%B8%8B%E7%9C%8B%E7%9C%8B%EF%BC%8C%E5%B0%A4%E5%85%B6|publisher=x.com|access-date=2025-11-11}}</ref>(有说法是4-5次左右),超出后可能需要等待次月重置。这一点官方未明文公布,但有用户称Deep Research每次调用价值约2美元news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E8%B6%8A%E5%A4%9A%E7%9A%84%E7%94%A8%E6%88%B7%E8%83%BD%E5%A4%9F%E6%84%9F%E5%8F%97%E5%88%B0%E6%99%BA%E8%83%BD%E6%8A%80%E6%9C%AF%E5%B8%A6%E6%9D%A5%E7%9A%84%E5%8F%98%E9%9D%A9%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>,推测Google对免费用量设置了保护。至于付费的Gemini Advanced用户,许多人推测应当没有严格的次数上限或上限远高于免费用户。有讨论认为谷歌不会对付费用户卡得太紧,有可能允许接近无限次使用深度研究linux.do<ref>{{cite web|title=linux.do|url=https://linux.do/t/topic/498076#:~:text=skyfox%20%20March%2017%2C%202025%2C,1%3A02pm%20%202|publisher=linux.do|access-date=2025-11-11}}</ref>。不过也有传闻称某些高级方案可能限制在每月20次左右linux.do<ref>{{cite web|title=linux.do|url=https://linux.do/t/topic/498076#:~:text=leeflour%20,2025%2C%201%3A00pm%20%201|publisher=linux.do|access-date=2025-11-11}}</ref>。截至目前,Google尚未正式披露订阅用户的具体额度,后续可能调整策略hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/awesome-ai-tools/google-ai-deep-research-gemini-openai#:~:text=Google%20Gemini%202,%E8%B6%81Google%20%E4%BB%8D%E6%8F%90%E4%BE%9B%E5%85%8D%E8%B4%B9%E4%BD%93%E9%AA%8C%E6%97%B6%EF%BC%8C%E5%A4%A7%E9%87%8F%E4%BD%BF%E7%94%A8%E8%AF%A5%E5%8A%9F%E8%83%BD%EF%BC%8C%E5%B0%A4%E5%85%B6|publisher=hixx.ai|access-date=2025-11-11}}</ref>。在Deep Research全面免费开放的初期阶段,建议有需要的用户尽量利用免费额度体验,因为未来不排除Google会在稳定后对使用频率进行收费或限制hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/awesome-ai-tools/google-ai-deep-research-gemini-openai#:~:text=Google%20Gemini%202,%E8%B6%81Google%20%E4%BB%8D%E6%8F%90%E4%BE%9B%E5%85%8D%E8%B4%B9%E4%BD%93%E9%AA%8C%E6%97%B6%EF%BC%8C%E5%A4%A7%E9%87%8F%E4%BD%BF%E7%94%A8%E8%AF%A5%E5%8A%9F%E8%83%BD%EF%BC%8C%E5%B0%A4%E5%85%B6|publisher=hixx.ai|access-date=2025-11-11}}</ref>。
* Gemini:根据用户社区的反馈,当前Gemini免费用户每月约可运行5次Deep Researchx.com<ref>{{cite web|title=x.com|url=https://x.com/oasisfeng/status/1900387330348732539#:~:text=Oasis%20Feng%20on%20X%3A%20,%E5%87%86%E5%A4%87%E4%B8%8EPerplexity%20%E6%9B%B4%E5%BB%89%E4%BB%B7%E7%9A%84Deep%20Research%20%E5%AF%B9%E6%AF%94%E6%B5%8B%E8%AF%95%E4%B8%80%E4%B8%8B%E7%9C%8B%E7%9C%8B%EF%BC%8C%E5%B0%A4%E5%85%B6|publisher=x.com|access-date=2025-11-15}}</ref>(有说法是4-5次左右),超出后可能需要等待次月重置。这一点官方未明文公布,但有用户称Deep Research每次调用价值约2美元news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E8%B6%8A%E5%A4%9A%E7%9A%84%E7%94%A8%E6%88%B7%E8%83%BD%E5%A4%9F%E6%84%9F%E5%8F%97%E5%88%B0%E6%99%BA%E8%83%BD%E6%8A%80%E6%9C%AF%E5%B8%A6%E6%9D%A5%E7%9A%84%E5%8F%98%E9%9D%A9%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>,推测Google对免费用量设置了保护。至于付费的Gemini Advanced用户,许多人推测应当没有严格的次数上限或上限远高于免费用户。有讨论认为谷歌不会对付费用户卡得太紧,有可能允许接近无限次使用深度研究linux.do<ref>{{cite web|title=linux.do|url=https://linux.do/t/topic/498076#:~:text=skyfox%20%20March%2017%2C%202025%2C,1%3A02pm%20%202|publisher=linux.do|access-date=2025-11-15}}</ref>。不过也有传闻称某些高级方案可能限制在每月20次左右linux.do<ref>{{cite web|title=linux.do|url=https://linux.do/t/topic/498076#:~:text=leeflour%20,2025%2C%201%3A00pm%20%201|publisher=linux.do|access-date=2025-11-15}}</ref>。截至目前,Google尚未正式披露订阅用户的具体额度,后续可能调整策略hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/awesome-ai-tools/google-ai-deep-research-gemini-openai#:~:text=Google%20Gemini%202,%E8%B6%81Google%20%E4%BB%8D%E6%8F%90%E4%BE%9B%E5%85%8D%E8%B4%B9%E4%BD%93%E9%AA%8C%E6%97%B6%EF%BC%8C%E5%A4%A7%E9%87%8F%E4%BD%BF%E7%94%A8%E8%AF%A5%E5%8A%9F%E8%83%BD%EF%BC%8C%E5%B0%A4%E5%85%B6|publisher=hixx.ai|access-date=2025-11-15}}</ref>。在Deep Research全面免费开放的初期阶段,建议有需要的用户尽量利用免费额度体验,因为未来不排除Google会在稳定后对使用频率进行收费或限制hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/awesome-ai-tools/google-ai-deep-research-gemini-openai#:~:text=Google%20Gemini%202,%E8%B6%81Google%20%E4%BB%8D%E6%8F%90%E4%BE%9B%E5%85%8D%E8%B4%B9%E4%BD%93%E9%AA%8C%E6%97%B6%EF%BC%8C%E5%A4%A7%E9%87%8F%E4%BD%BF%E7%94%A8%E8%AF%A5%E5%8A%9F%E8%83%BD%EF%BC%8C%E5%B0%A4%E5%85%B6|publisher=hixx.ai|access-date=2025-11-15}}</ref>。
* ChatGPT:OpenAI对深度研究代理设置了明确的使用次数。ChatGPT Plus个人用户每月可以进行10次深度研究查询sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/864265437_122118476#:~:text=%E5%9C%A8%E7%9F%A5%E8%AF%86%E7%88%86%E7%82%B8%E7%9A%84%E6%97%B6%E4%BB%A3%EF%BC%8C%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E3%80%81%E5%BD%A2%E6%88%90%E5%88%86%E6%9E%90%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%EF%BC%8COpenAI%E7%9A%84%E4%B8%BE%E6%8E%AA%E6%AD%A3%E5%A5%BD%E8%BF%8E%E5%90%88%E4%BA%86%E8%BF%99%E4%B8%80%E9%9C%80%E6%B1%82%E3%80%82|publisher=sohu.com|access-date=2025-11-11}}</ref>。而此前需要Pro版订阅的用户现在放宽到了Plus即可使用,该10次额度对大多数普通用户而言基本够用。如果需要更多次数,OpenAI的解决方案是升级到ChatGPT Pro(或企业方案)。Pro用户的深度研究上限为每月120次sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/864265437_122118476#:~:text=%E5%9C%A8%E7%9F%A5%E8%AF%86%E7%88%86%E7%82%B8%E7%9A%84%E6%97%B6%E4%BB%A3%EF%BC%8C%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E3%80%81%E5%BD%A2%E6%88%90%E5%88%86%E6%9E%90%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%EF%BC%8COpenAI%E7%9A%84%E4%B8%BE%E6%8E%AA%E6%AD%A3%E5%A5%BD%E8%BF%8E%E5%90%88%E4%BA%86%E8%BF%99%E4%B8%80%E9%9C%80%E6%B1%82%E3%80%82|publisher=sohu.com|access-date=2025-11-11}}</ref>,是Plus的12倍之多。这一巨大差异显然是为了满足专业研究者、企业客户的需求。需要注意,深度研究属于ChatGPT的一种特殊模式,与一般对话不同,因此这10次/月并不影响普通GPT-4对话的使用。此外,ChatGPT每次运行深度研究消耗的时间较长(5-30分钟不等tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=OpenAI%20Deep%20Research%20%EF%BC%9A%E6%9B%B4%E9%81%A9%E5%90%88%E6%96%BC%E4%BC%81%E6%A5%AD%E7%B4%9A%E6%87%89%E7%94%A8%EF%BC%8C%E6%8F%90%E4%BE%9B%E6%B7%B1%E5%BA%A6%E5%88%86%E6%9E%90%EF%BC%8C%E4%BD%86%E9%9C%80%E8%A6%81%E8%BC%83%E9%95%B7%E6%99%82%E9%96%93%EF%BC%885%E8%87%B330%E5%88%86%E9%90%98%EF%BC%89%E4%BE%86%E5%AE%8C%E6%88%90%E5%A0%B1%E5%91%8A%EF%BC%8C%E5%9B%A0%E6%AD%A4%E6%9B%B4%E9%81%A9%E5%90%88%E8%99%95%E7%90%86%E9%AB%98%E6%B7%B1%E5%BA%A6%E8%89%B1%E9%9B%A3%E5%95%8F%E9%A1%8C%EF%BC%8C%E5%8F%AF%E7%94%A8%E6%96%BC%E8%A4%87%E9%9B%9C%E6%8E%A8%E7%90%86%E8%88%87%E5%B0%88%E6%A5%AD%E9%A0%98%E5%9F%9F%E9%A9%97%E8%AD%89%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>),同时系统会提示用户等待,因此在次数限制之外,时间成本也限制了滥用的可能。总结来说,ChatGPT通过较低的免费额度(0次)和有限的付费额度来管理深度研究功能,用量大的用户需要购买高价套餐。
* ChatGPT:OpenAI对深度研究代理设置了明确的使用次数。ChatGPT Plus个人用户每月可以进行10次深度研究查询sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/864265437_122118476#:~:text=%E5%9C%A8%E7%9F%A5%E8%AF%86%E7%88%86%E7%82%B8%E7%9A%84%E6%97%B6%E4%BB%A3%EF%BC%8C%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E3%80%81%E5%BD%A2%E6%88%90%E5%88%86%E6%9E%90%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%EF%BC%8COpenAI%E7%9A%84%E4%B8%BE%E6%8E%AA%E6%AD%A3%E5%A5%BD%E8%BF%8E%E5%90%88%E4%BA%86%E8%BF%99%E4%B8%80%E9%9C%80%E6%B1%82%E3%80%82|publisher=sohu.com|access-date=2025-11-15}}</ref>。而此前需要Pro版订阅的用户现在放宽到了Plus即可使用,该10次额度对大多数普通用户而言基本够用。如果需要更多次数,OpenAI的解决方案是升级到ChatGPT Pro(或企业方案)。Pro用户的深度研究上限为每月120次sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/864265437_122118476#:~:text=%E5%9C%A8%E7%9F%A5%E8%AF%86%E7%88%86%E7%82%B8%E7%9A%84%E6%97%B6%E4%BB%A3%EF%BC%8C%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E3%80%81%E5%BD%A2%E6%88%90%E5%88%86%E6%9E%90%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%EF%BC%8COpenAI%E7%9A%84%E4%B8%BE%E6%8E%AA%E6%AD%A3%E5%A5%BD%E8%BF%8E%E5%90%88%E4%BA%86%E8%BF%99%E4%B8%80%E9%9C%80%E6%B1%82%E3%80%82|publisher=sohu.com|access-date=2025-11-15}}</ref>,是Plus的12倍之多。这一巨大差异显然是为了满足专业研究者、企业客户的需求。需要注意,深度研究属于ChatGPT的一种特殊模式,与一般对话不同,因此这10次/月并不影响普通GPT-4对话的使用。此外,ChatGPT每次运行深度研究消耗的时间较长(5-30分钟不等tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=OpenAI%20Deep%20Research%20%EF%BC%9A%E6%9B%B4%E9%81%A9%E5%90%88%E6%96%BC%E4%BC%81%E6%A5%AD%E7%B4%9A%E6%87%89%E7%94%A8%EF%BC%8C%E6%8F%90%E4%BE%9B%E6%B7%B1%E5%BA%A6%E5%88%86%E6%9E%90%EF%BC%8C%E4%BD%86%E9%9C%80%E8%A6%81%E8%BC%83%E9%95%B7%E6%99%82%E9%96%93%EF%BC%885%E8%87%B330%E5%88%86%E9%90%98%EF%BC%89%E4%BE%86%E5%AE%8C%E6%88%90%E5%A0%B1%E5%91%8A%EF%BC%8C%E5%9B%A0%E6%AD%A4%E6%9B%B4%E9%81%A9%E5%90%88%E8%99%95%E7%90%86%E9%AB%98%E6%B7%B1%E5%BA%A6%E8%89%B1%E9%9B%A3%E5%95%8F%E9%A1%8C%EF%BC%8C%E5%8F%AF%E7%94%A8%E6%96%BC%E8%A4%87%E9%9B%9C%E6%8E%A8%E7%90%86%E8%88%87%E5%B0%88%E6%A5%AD%E9%A0%98%E5%9F%9F%E9%A9%97%E8%AD%89%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>),同时系统会提示用户等待,因此在次数限制之外,时间成本也限制了滥用的可能。总结来说,ChatGPT通过较低的免费额度(0次)和有限的付费额度来管理深度研究功能,用量大的用户需要购买高价套餐。
* Perplexity:Perplexity的免费政策相当慷慨但也有每日限制。官方规定非登录用户或非会员用户每天最多可使用Deep Research 5次chinaz.com<ref>{{cite web|title=chinaz.com|url=https://www.chinaz.com/2025/0216/1669193.shtml#:~:text=AI%E6%90%9C%E7%B4%A2%E2%80%9C%E8%80%81%E5%A4%A7%E5%93%A5%E2%80%9DPerplexity%EF%BC%8C%E5%88%9A%E5%88%9A%E4%B9%9F%E6%8E%A8%E5%87%BA%E4%BA%86%E8%87%AA%E5%AE%B6%E7%9A%84Deep%20Research%E2%80%94%E2%80%94%E9%9A%8F%E4%BE%BF%E7%BB%99%E4%B8%AA%E8%AF%9D%E9%A2%98%EF%BC%8C%E5%B0%B1%E8%83%BD%E7%94%9F%E6%88%90%E6%9C%89%E6%B7%B1%E5%BA%A6%E7%9A%84%E7%A0%94%E7%A9%B6%E6%8A%A5%E5%91%8A%E3%80%82%E5%85%88%E6%9D%A5%E5%88%92%E4%B8%AA%E9%87%8D%E7%82%B9%3A%E5%85%8D%E8%B4%B9%E5%90%91%E6%89%80%E6%9C%89%E4%BA%BA%E5%BC%80%E6%94%BE%21%20%E5%85%B7%E4%BD%93%E6%9D%A5%E8%AF%B4%EF%BC%8C%E9%9D%9E%E8%AE%A2%E9%98%85%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E6%9C%80%E5%A4%9A%E5%8F%AF%E6%9F%A5%E8%AF%A25%E6%AC%A1%EF%BC%8CPro%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E5%8F%AF%E6%9F%A5%E8%AF%A2500%E6%AC%A1%E3%80%82%E7%84%B6%E5%90%8E%E5%95%8A%EF%BC%8C%E6%95%88%E6%9E%9C%E6%98%AF%E9%85%B1%E7%B4%AB%E7%9A%84%E3%80%82%E4%BE%8B%E5%A6%82%E7%BB%99%E5%87%BA%E4%B8%80%E4%B8%AA%E9%97%AE%E9%A2%98%3AWhat%20should%20I,know%20before|publisher=chinaz.com|access-date=2025-11-11}}</ref>。这个次数是按天计算,每日零点重置。因此一般用户每天都能跑几个深度研究查询,已经能够满足零散的研究需求。如果需要更多,升级到Perplexity Pro后,限制大幅放宽:Pro会员每天可使用深度研究高达500次chinaz.com<ref>{{cite web|title=chinaz.com|url=https://www.chinaz.com/2025/0216/1669193.shtml#:~:text=AI%E6%90%9C%E7%B4%A2%E2%80%9C%E8%80%81%E5%A4%A7%E5%93%A5%E2%80%9DPerplexity%EF%BC%8C%E5%88%9A%E5%88%9A%E4%B9%9F%E6%8E%A8%E5%87%BA%E4%BA%86%E8%87%AA%E5%AE%B6%E7%9A%84Deep%20Research%E2%80%94%E2%80%94%E9%9A%8F%E4%BE%BF%E7%BB%99%E4%B8%AA%E8%AF%9D%E9%A2%98%EF%BC%8C%E5%B0%B1%E8%83%BD%E7%94%9F%E6%88%90%E6%9C%89%E6%B7%B1%E5%BA%A6%E7%9A%84%E7%A0%94%E7%A9%B6%E6%8A%A5%E5%91%8A%E3%80%82%E5%85%88%E6%9D%A5%E5%88%92%E4%B8%AA%E9%87%8D%E7%82%B9%3A%E5%85%8D%E8%B4%B9%E5%90%91%E6%89%80%E6%9C%89%E4%BA%BA%E5%BC%80%E6%94%BE%21%20%E5%85%B7%E4%BD%93%E6%9D%A5%E8%AF%B4%EF%BC%8C%E9%9D%9E%E8%AE%A2%E9%98%85%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E6%9C%80%E5%A4%9A%E5%8F%AF%E6%9F%A5%E8%AF%A25%E6%AC%A1%EF%BC%8CPro%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E5%8F%AF%E6%9F%A5%E8%AF%A2500%E6%AC%A1%E3%80%82%E7%84%B6%E5%90%8E%E5%95%8A%EF%BC%8C%E6%95%88%E6%9E%9C%E6%98%AF%E9%85%B1%E7%B4%AB%E7%9A%84%E3%80%82%E4%BE%8B%E5%A6%82%E7%BB%99%E5%87%BA%E4%B8%80%E4%B8%AA%E9%97%AE%E9%A2%98%3AWhat%20should%20I,know%20before|publisher=chinaz.com|access-date=2025-11-11}}</ref>。对于个人来说500次/天几乎相当于无限,根本用不完,这主要是面向团队或超级重度用户而设定的上限。此外,Pro用户Deep Research的处理速度可能更快。Perplexity没有进一步区分更高的套餐,所以20美元的Pro已经给到了接近无限的使用权。这意味着在Perplexity上,免费用户够用,付费用户用不完,基本杜绝了因为额度问题影响调研工作的情况。
* Perplexity:Perplexity的免费政策相当慷慨但也有每日限制。官方规定非登录用户或非会员用户每天最多可使用Deep Research 5次chinaz.com<ref>{{cite web|title=chinaz.com|url=https://www.chinaz.com/2025/0216/1669193.shtml#:~:text=AI%E6%90%9C%E7%B4%A2%E2%80%9C%E8%80%81%E5%A4%A7%E5%93%A5%E2%80%9DPerplexity%EF%BC%8C%E5%88%9A%E5%88%9A%E4%B9%9F%E6%8E%A8%E5%87%BA%E4%BA%86%E8%87%AA%E5%AE%B6%E7%9A%84Deep%20Research%E2%80%94%E2%80%94%E9%9A%8F%E4%BE%BF%E7%BB%99%E4%B8%AA%E8%AF%9D%E9%A2%98%EF%BC%8C%E5%B0%B1%E8%83%BD%E7%94%9F%E6%88%90%E6%9C%89%E6%B7%B1%E5%BA%A6%E7%9A%84%E7%A0%94%E7%A9%B6%E6%8A%A5%E5%91%8A%E3%80%82%E5%85%88%E6%9D%A5%E5%88%92%E4%B8%AA%E9%87%8D%E7%82%B9%3A%E5%85%8D%E8%B4%B9%E5%90%91%E6%89%80%E6%9C%89%E4%BA%BA%E5%BC%80%E6%94%BE%21%20%E5%85%B7%E4%BD%93%E6%9D%A5%E8%AF%B4%EF%BC%8C%E9%9D%9E%E8%AE%A2%E9%98%85%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E6%9C%80%E5%A4%9A%E5%8F%AF%E6%9F%A5%E8%AF%A25%E6%AC%A1%EF%BC%8CPro%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E5%8F%AF%E6%9F%A5%E8%AF%A2500%E6%AC%A1%E3%80%82%E7%84%B6%E5%90%8E%E5%95%8A%EF%BC%8C%E6%95%88%E6%9E%9C%E6%98%AF%E9%85%B1%E7%B4%AB%E7%9A%84%E3%80%82%E4%BE%8B%E5%A6%82%E7%BB%99%E5%87%BA%E4%B8%80%E4%B8%AA%E9%97%AE%E9%A2%98%3AWhat%20should%20I,know%20before|publisher=chinaz.com|access-date=2025-11-15}}</ref>。这个次数是按天计算,每日零点重置。因此一般用户每天都能跑几个深度研究查询,已经能够满足零散的研究需求。如果需要更多,升级到Perplexity Pro后,限制大幅放宽:Pro会员每天可使用深度研究高达500次chinaz.com<ref>{{cite web|title=chinaz.com|url=https://www.chinaz.com/2025/0216/1669193.shtml#:~:text=AI%E6%90%9C%E7%B4%A2%E2%80%9C%E8%80%81%E5%A4%A7%E5%93%A5%E2%80%9DPerplexity%EF%BC%8C%E5%88%9A%E5%88%9A%E4%B9%9F%E6%8E%A8%E5%87%BA%E4%BA%86%E8%87%AA%E5%AE%B6%E7%9A%84Deep%20Research%E2%80%94%E2%80%94%E9%9A%8F%E4%BE%BF%E7%BB%99%E4%B8%AA%E8%AF%9D%E9%A2%98%EF%BC%8C%E5%B0%B1%E8%83%BD%E7%94%9F%E6%88%90%E6%9C%89%E6%B7%B1%E5%BA%A6%E7%9A%84%E7%A0%94%E7%A9%B6%E6%8A%A5%E5%91%8A%E3%80%82%E5%85%88%E6%9D%A5%E5%88%92%E4%B8%AA%E9%87%8D%E7%82%B9%3A%E5%85%8D%E8%B4%B9%E5%90%91%E6%89%80%E6%9C%89%E4%BA%BA%E5%BC%80%E6%94%BE%21%20%E5%85%B7%E4%BD%93%E6%9D%A5%E8%AF%B4%EF%BC%8C%E9%9D%9E%E8%AE%A2%E9%98%85%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E6%9C%80%E5%A4%9A%E5%8F%AF%E6%9F%A5%E8%AF%A25%E6%AC%A1%EF%BC%8CPro%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E5%8F%AF%E6%9F%A5%E8%AF%A2500%E6%AC%A1%E3%80%82%E7%84%B6%E5%90%8E%E5%95%8A%EF%BC%8C%E6%95%88%E6%9E%9C%E6%98%AF%E9%85%B1%E7%B4%AB%E7%9A%84%E3%80%82%E4%BE%8B%E5%A6%82%E7%BB%99%E5%87%BA%E4%B8%80%E4%B8%AA%E9%97%AE%E9%A2%98%3AWhat%20should%20I,know%20before|publisher=chinaz.com|access-date=2025-11-15}}</ref>。对于个人来说500次/天几乎相当于无限,根本用不完,这主要是面向团队或超级重度用户而设定的上限。此外,Pro用户Deep Research的处理速度可能更快。Perplexity没有进一步区分更高的套餐,所以20美元的Pro已经给到了接近无限的使用权。这意味着在Perplexity上,免费用户够用,付费用户用不完,基本杜绝了因为额度问题影响调研工作的情况。
* Grok:作为X平台的附属服务,Grok免费版和付费版的使用次数差异如下:免费用户经验证可使用Grok-2模型查询10次/天,以及Grok-2 mini模型20次/天sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/837115498_362225#:~:text=xAI%E5%85%AC%E5%8F%B8%E5%9C%A8%E6%9F%90%E4%BA%9B%E5%9C%B0%E5%8C%BA%EF%BC%88%E5%A6%82%E6%96%B0%E8%A5%BF%E5%85%B0%EF%BC%89%E5%B7%B2%E7%BB%8F%E5%AF%B9%E5%85%8D%E8%B4%B9%E7%89%88Grok%E8%BF%9B%E8%A1%8C%E4%BA%86%E6%B5%8B%E8%AF%95%E3%80%82%E7%84%B6%E8%80%8C%EF%BC%8C%E5%9C%A8%E6%B5%8B%E8%AF%95%E9%98%B6%E6%AE%B5%EF%BC%8C%E5%85%8D%E8%B4%B9%E7%89%88Grok%E7%9A%84%E4%BD%BF%E7%94%A8%E5%AD%98%E5%9C%A8%E4%B8%80%E5%AE%9A%E7%9A%84%E9%99%90%E5%88%B6%E3%80%82%E5%85%B7%E4%BD%93%E8%80%8C%E8%A8%80%EF%BC%8CGrok|publisher=sohu.com|access-date=2025-11-11}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok|publisher=hixx.ai|access-date=2025-11-11}}</ref>(mini模型是性能稍低但消耗更小的版本,可能在服务器繁忙时备用)。此外还有图像分析3次/天的限制sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/837115498_362225#:~:text=xAI%E5%85%AC%E5%8F%B8%E5%9C%A8%E6%9F%90%E4%BA%9B%E5%9C%B0%E5%8C%BA%EF%BC%88%E5%A6%82%E6%96%B0%E8%A5%BF%E5%85%B0%EF%BC%89%E5%B7%B2%E7%BB%8F%E5%AF%B9%E5%85%8D%E8%B4%B9%E7%89%88Grok%E8%BF%9B%E8%A1%8C%E4%BA%86%E6%B5%8B%E8%AF%95%E3%80%82%E7%84%B6%E8%80%8C%EF%BC%8C%E5%9C%A8%E6%B5%8B%E8%AF%95%E9%98%B6%E6%AE%B5%EF%BC%8C%E5%85%8D%E8%B4%B9%E7%89%88Grok%E7%9A%84%E4%BD%BF%E7%94%A8%E5%AD%98%E5%9C%A8%E4%B8%80%E5%AE%9A%E7%9A%84%E9%99%90%E5%88%B6%E3%80%82%E5%85%B7%E4%BD%93%E8%80%8C%E8%A8%80%EF%BC%8CGrok|publisher=sohu.com|access-date=2025-11-11}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok|publisher=hixx.ai|access-date=2025-11-11}}</ref>。要使用免费Grok,账号需满足注册至少7天且绑定手机号sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/837115498_362225#:~:text=xAI%E5%85%AC%E5%8F%B8%E5%9C%A8%E6%9F%90%E4%BA%9B%E5%9C%B0%E5%8C%BA%EF%BC%88%E5%A6%82%E6%96%B0%E8%A5%BF%E5%85%B0%EF%BC%89%E5%B7%B2%E7%BB%8F%E5%AF%B9%E5%85%8D%E8%B4%B9%E7%89%88Grok%E8%BF%9B%E8%A1%8C%E4%BA%86%E6%B5%8B%E8%AF%95%E3%80%82%E7%84%B6%E8%80%8C%EF%BC%8C%E5%9C%A8%E6%B5%8B%E8%AF%95%E9%98%B6%E6%AE%B5%EF%BC%8C%E5%85%8D%E8%B4%B9%E7%89%88Grok%E7%9A%84%E4%BD%BF%E7%94%A8%E5%AD%98%E5%9C%A8%E4%B8%80%E5%AE%9A%E7%9A%84%E9%99%90%E5%88%B6%E3%80%82%E5%85%B7%E4%BD%93%E8%80%8C%E8%A8%80%EF%BC%8CGrok|publisher=sohu.com|access-date=2025-11-11}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok%20%E5%8F%AF%E4%BE%9B%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B7%E5%85%8D%E8%B4%B9%E4%BD%BF%E7%94%A8%EF%BC%8C%E4%BD%86%E5%85%8D%E8%B4%B9%E7%89%88%E6%9C%89%E4%B8%80%E4%BA%9B%E9%99%90%E5%88%B6%EF%BC%9AGrok,%E6%A8%A1%E5%9E%8B%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%2020%20%E6%AC%A1%EF%BC%8C%E5%9B%BE%E5%83%8F%E5%88%86%E6%9E%90%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%203%20%E6%AC%A1%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>。至于X Premium用户,虽然xAI没有公布具体数值,但已确认Premium及以上订阅者拥有更高的Grok使用上限,以及优先体验新功能的权限hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E4%B8%8E%E5%BE%80%E5%B8%B8%E4%B8%80%E6%A0%B7%EF%BC%8CPremium%20%E5%92%8C%20Premium%2B%20%E7%94%A8%E6%88%B7%E5%B0%86%E8%8E%B7%E5%BE%97%E6%9B%B4%E9%AB%98%E7%9A%84%E4%BD%BF%E7%94%A8%E9%99%90%E5%88%B6%EF%BC%8C%E5%B9%B6%E5%B0%86%E5%9C%A8%E6%9C%AA%E6%9D%A5%E7%8E%87%E5%85%88%E4%BD%BF%E7%94%A8%E4%BB%BB%E4%BD%95%E6%96%B0%E5%8A%9F%E8%83%BD%E3%80%82%E8%BF%99%E6%88%91%E4%BB%AC%E5%BD%93%E7%84%B6%E4%B9%9F%E6%98%AF%E7%90%86%E8%A7%A3%E7%9A%84%E3%80%82%E6%AF%95%E7%AB%9F%E4%BA%BA%E5%AE%B6%E6%98%AF%E8%8A%B1%E4%BA%86%E9%92%B1%E7%9A%84%EF%BC%81|publisher=hixx.ai|access-date=2025-11-11}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok%20%E5%8F%AF%E4%BE%9B%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B7%E5%85%8D%E8%B4%B9%E4%BD%BF%E7%94%A8%EF%BC%8C%E4%BD%86%E5%85%8D%E8%B4%B9%E7%89%88%E6%9C%89%E4%B8%80%E4%BA%9B%E9%99%90%E5%88%B6%EF%BC%9AGrok,%E6%A8%A1%E5%9E%8B%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%2020%20%E6%AC%A1%EF%BC%8C%E5%9B%BE%E5%83%8F%E5%88%86%E6%9E%90%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%203%20%E6%AC%A1%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>。推测Premium用户日查询次数可能提升到几十甚至上百,足以覆盖重度使用。在实际使用中,如果免费用户达到10次/天上限,Grok会提示稍后再试,此时付费用户通常仍可继续提问。因此,对于需要频繁查询的人(比如客服、研究人员),订阅X Premium可以解除大部分限制。总的来说,Grok采用每日计数的限制方式,免费额度适中但低于Perplexity,而付费提升后虽然不公开具体值,但能够满足绝大多数需求。
* Grok:作为X平台的附属服务,Grok免费版和付费版的使用次数差异如下:免费用户经验证可使用Grok-2模型查询10次/天,以及Grok-2 mini模型20次/天sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/837115498_362225#:~:text=xAI%E5%85%AC%E5%8F%B8%E5%9C%A8%E6%9F%90%E4%BA%9B%E5%9C%B0%E5%8C%BA%EF%BC%88%E5%A6%82%E6%96%B0%E8%A5%BF%E5%85%B0%EF%BC%89%E5%B7%B2%E7%BB%8F%E5%AF%B9%E5%85%8D%E8%B4%B9%E7%89%88Grok%E8%BF%9B%E8%A1%8C%E4%BA%86%E6%B5%8B%E8%AF%95%E3%80%82%E7%84%B6%E8%80%8C%EF%BC%8C%E5%9C%A8%E6%B5%8B%E8%AF%95%E9%98%B6%E6%AE%B5%EF%BC%8C%E5%85%8D%E8%B4%B9%E7%89%88Grok%E7%9A%84%E4%BD%BF%E7%94%A8%E5%AD%98%E5%9C%A8%E4%B8%80%E5%AE%9A%E7%9A%84%E9%99%90%E5%88%B6%E3%80%82%E5%85%B7%E4%BD%93%E8%80%8C%E8%A8%80%EF%BC%8CGrok|publisher=sohu.com|access-date=2025-11-15}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok|publisher=hixx.ai|access-date=2025-11-15}}</ref>(mini模型是性能稍低但消耗更小的版本,可能在服务器繁忙时备用)。此外还有图像分析3次/天的限制sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/837115498_362225#:~:text=xAI%E5%85%AC%E5%8F%B8%E5%9C%A8%E6%9F%90%E4%BA%9B%E5%9C%B0%E5%8C%BA%EF%BC%88%E5%A6%82%E6%96%B0%E8%A5%BF%E5%85%B0%EF%BC%89%E5%B7%B2%E7%BB%8F%E5%AF%B9%E5%85%8D%E8%B4%B9%E7%89%88Grok%E8%BF%9B%E8%A1%8C%E4%BA%86%E6%B5%8B%E8%AF%95%E3%80%82%E7%84%B6%E8%80%8C%EF%BC%8C%E5%9C%A8%E6%B5%8B%E8%AF%95%E9%98%B6%E6%AE%B5%EF%BC%8C%E5%85%8D%E8%B4%B9%E7%89%88Grok%E7%9A%84%E4%BD%BF%E7%94%A8%E5%AD%98%E5%9C%A8%E4%B8%80%E5%AE%9A%E7%9A%84%E9%99%90%E5%88%B6%E3%80%82%E5%85%B7%E4%BD%93%E8%80%8C%E8%A8%80%EF%BC%8CGrok|publisher=sohu.com|access-date=2025-11-15}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok|publisher=hixx.ai|access-date=2025-11-15}}</ref>。要使用免费Grok,账号需满足注册至少7天且绑定手机号sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/837115498_362225#:~:text=xAI%E5%85%AC%E5%8F%B8%E5%9C%A8%E6%9F%90%E4%BA%9B%E5%9C%B0%E5%8C%BA%EF%BC%88%E5%A6%82%E6%96%B0%E8%A5%BF%E5%85%B0%EF%BC%89%E5%B7%B2%E7%BB%8F%E5%AF%B9%E5%85%8D%E8%B4%B9%E7%89%88Grok%E8%BF%9B%E8%A1%8C%E4%BA%86%E6%B5%8B%E8%AF%95%E3%80%82%E7%84%B6%E8%80%8C%EF%BC%8C%E5%9C%A8%E6%B5%8B%E8%AF%95%E9%98%B6%E6%AE%B5%EF%BC%8C%E5%85%8D%E8%B4%B9%E7%89%88Grok%E7%9A%84%E4%BD%BF%E7%94%A8%E5%AD%98%E5%9C%A8%E4%B8%80%E5%AE%9A%E7%9A%84%E9%99%90%E5%88%B6%E3%80%82%E5%85%B7%E4%BD%93%E8%80%8C%E8%A8%80%EF%BC%8CGrok|publisher=sohu.com|access-date=2025-11-15}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok%20%E5%8F%AF%E4%BE%9B%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B7%E5%85%8D%E8%B4%B9%E4%BD%BF%E7%94%A8%EF%BC%8C%E4%BD%86%E5%85%8D%E8%B4%B9%E7%89%88%E6%9C%89%E4%B8%80%E4%BA%9B%E9%99%90%E5%88%B6%EF%BC%9AGrok,%E6%A8%A1%E5%9E%8B%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%2020%20%E6%AC%A1%EF%BC%8C%E5%9B%BE%E5%83%8F%E5%88%86%E6%9E%90%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%203%20%E6%AC%A1%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref>。至于X Premium用户,虽然xAI没有公布具体数值,但已确认Premium及以上订阅者拥有更高的Grok使用上限,以及优先体验新功能的权限hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E4%B8%8E%E5%BE%80%E5%B8%B8%E4%B8%80%E6%A0%B7%EF%BC%8CPremium%20%E5%92%8C%20Premium%2B%20%E7%94%A8%E6%88%B7%E5%B0%86%E8%8E%B7%E5%BE%97%E6%9B%B4%E9%AB%98%E7%9A%84%E4%BD%BF%E7%94%A8%E9%99%90%E5%88%B6%EF%BC%8C%E5%B9%B6%E5%B0%86%E5%9C%A8%E6%9C%AA%E6%9D%A5%E7%8E%87%E5%85%88%E4%BD%BF%E7%94%A8%E4%BB%BB%E4%BD%95%E6%96%B0%E5%8A%9F%E8%83%BD%E3%80%82%E8%BF%99%E6%88%91%E4%BB%AC%E5%BD%93%E7%84%B6%E4%B9%9F%E6%98%AF%E7%90%86%E8%A7%A3%E7%9A%84%E3%80%82%E6%AF%95%E7%AB%9F%E4%BA%BA%E5%AE%B6%E6%98%AF%E8%8A%B1%E4%BA%86%E9%92%B1%E7%9A%84%EF%BC%81|publisher=hixx.ai|access-date=2025-11-15}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok%20%E5%8F%AF%E4%BE%9B%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B7%E5%85%8D%E8%B4%B9%E4%BD%BF%E7%94%A8%EF%BC%8C%E4%BD%86%E5%85%8D%E8%B4%B9%E7%89%88%E6%9C%89%E4%B8%80%E4%BA%9B%E9%99%90%E5%88%B6%EF%BC%9AGrok,%E6%A8%A1%E5%9E%8B%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%2020%20%E6%AC%A1%EF%BC%8C%E5%9B%BE%E5%83%8F%E5%88%86%E6%9E%90%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%203%20%E6%AC%A1%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref>。推测Premium用户日查询次数可能提升到几十甚至上百,足以覆盖重度使用。在实际使用中,如果免费用户达到10次/天上限,Grok会提示稍后再试,此时付费用户通常仍可继续提问。因此,对于需要频繁查询的人(比如客服、研究人员),订阅X Premium可以解除大部分限制。总的来说,Grok采用每日计数的限制方式,免费额度适中但低于Perplexity,而付费提升后虽然不公开具体值,但能够满足绝大多数需求。


下面附上一张对比图表,概括上述各平台在关键维度下的表现差异:
下面附上一张对比图表,概括上述各平台在关键维度下的表现差异:
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hixx.ai      |


注:以上星级评估和数值仅供参考,专业准确性基于当前公开测试结果tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Perplexity%20AI%20%E4%B9%9F%E5%BC%B7%E8%AA%BF%E6%97%97%E4%B8%8BDeep%20Research%E5%9C%A8Humanity%E2%80%99s%20Last,4o%20%283.3%25%29%EF%BC%8C%E5%83%85%E8%90%BD%E5%BE%8C%E6%96%BCOpenAI%E7%9A%84Deep%20Research%20%2826.6%25%29%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L251%20%E4%BD%86%E5%9C%A8%E6%B8%AC%E8%A9%A6%E4%BA%8B%E5%AF%A6%E6%80%A7%E7%9A%84%E6%95%B8%E5%8D%83%E5%80%8B%E5%95%8F%E9%A1%8C%E7%B5%84%E6%88%90%E7%9A%84SimpleQA%E5%9F%BA%E6%BA%96%E6%B8%AC%E8%A9%A6%E4%B8%AD%EF%BC%8CPerplexity%20Deep,%E7%9A%84%E6%BA%96%E7%A2%BA%E5%BA%A6%EF%BC%8C%E9%81%A0%E8%B6%85%E5%85%B6%E4%BB%96%E9%A0%98%E5%85%88%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%A1%A8%E7%8F%BE%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>,实际表现可能随模型更新而变化。付费价格均为月费标准,各平台可能提供年付优惠或捆绑服务。此外,深度研究功能涉及大量计算和联网操作,使用时请留意各平台的响应时间和可能的队列等待。
注:以上星级评估和数值仅供参考,专业准确性基于当前公开测试结果tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Perplexity%20AI%20%E4%B9%9F%E5%BC%B7%E8%AA%BF%E6%97%97%E4%B8%8BDeep%20Research%E5%9C%A8Humanity%E2%80%99s%20Last,4o%20%283.3%25%29%EF%BC%8C%E5%83%85%E8%90%BD%E5%BE%8C%E6%96%BCOpenAI%E7%9A%84Deep%20Research%20%2826.6%25%29%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L251%20%E4%BD%86%E5%9C%A8%E6%B8%AC%E8%A9%A6%E4%BA%8B%E5%AF%A6%E6%80%A7%E7%9A%84%E6%95%B8%E5%8D%83%E5%80%8B%E5%95%8F%E9%A1%8C%E7%B5%84%E6%88%90%E7%9A%84SimpleQA%E5%9F%BA%E6%BA%96%E6%B8%AC%E8%A9%A6%E4%B8%AD%EF%BC%8CPerplexity%20Deep,%E7%9A%84%E6%BA%96%E7%A2%BA%E5%BA%A6%EF%BC%8C%E9%81%A0%E8%B6%85%E5%85%B6%E4%BB%96%E9%A0%98%E5%85%88%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%A1%A8%E7%8F%BE%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>,实际表现可能随模型更新而变化。付费价格均为月费标准,各平台可能提供年付优惠或捆绑服务。此外,深度研究功能涉及大量计算和联网操作,使用时请留意各平台的响应时间和可能的队列等待。


==== 总结 ====
==== 总结 ====


综上所述,Google Gemini、OpenAI ChatGPT、Perplexity AI 和 xAI Grok 的深度研究功能各具特色:
综上所述,Google Gemini、OpenAI ChatGPT、Perplexity AI 和 xAI Grok 的深度研究功能各具特色:
* Gemini 凭借Google强大的搜索和数据整合能力,擅长广泛的信息收集和系统化报告,适合商业和综合性调研需求。其免费开放策略和生态整合(如与Google助手结合)使之成为一款颇具潜力的研究助手news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E5%9C%A8%E4%BC%97%E5%A4%9A%E7%94%A8%E6%88%B7%E4%B8%AD%EF%BC%8C%E5%9B%B4%E7%BB%95%E6%AD%A4%E5%8A%9F%E8%83%BD%E7%9A%84%E8%AE%A8%E8%AE%BA%E4%B9%9F%E6%97%A5%E6%B8%90%E5%8D%87%E6%B8%A9%E3%80%82%E7%94%A8%E6%88%B7%E5%AF%B9DeepResearch%E7%9A%84%E9%AB%98%E6%95%88%E8%83%BD%E6%8F%90%E4%BE%9B%E4%BA%86%E7%A7%AF%E6%9E%81%E7%9A%84%E5%8F%8D%E9%A6%88%EF%BC%8C%E5%90%8C%E6%97%B6%E4%B9%9F%E5%AF%B9%E5%85%B6%E6%AF%8F%E6%9C%88%E7%9A%84%E4%BD%BF%E7%94%A8%E6%AC%A1%E6%95%B0%E9%99%90%E5%88%B6%E6%8F%90%E5%87%BA%E4%BA%86%E8%B4%A8%E7%96%91%E3%80%82%E5%85%B6%E4%BB%96%E7%94%A8%E6%88%B7%E5%88%99%E5%BC%80%E5%A7%8B%E6%9C%9F%E5%BE%85%E6%9C%AA%E6%9D%A5%20%E9%80%9A%E8%BF%87API%E6%8E%A5%E5%8F%A3%E8%BF%9B%E4%B8%80%E6%AD%A5%E6%8E%A5%E5%85%A5%E8%BF%99%E4%B8%80%E5%BC%BA%E5%A4%A7%E5%8A%9F%E8%83%BD%E3%80%82%E6%95%B4%E4%BD%93%E6%9D%A5%E7%9C%8B%EF%BC%8CDeepResearch%E5%B1%95%E7%8E%B0%E5%87%BA%E7%9A%84%E5%BC%BA%E5%A4%A7%E8%83%BD%E5%8A%9B%E5%92%8C%E6%BD%9C%E5%9C%A8%E7%9A%84%E5%B8%82%E5%9C%BA%E9%9C%80%E6%B1%82%EF%BC%8C%E9%A2%84%E7%A4%BA%E7%9D%80%E5%AE%83%E5%9C%A8%E6%9C%AA%E6%9D%A5%E7%9A%84%E4%BD%BF%E7%94%A8%E5%9C%BA%E6%99%AF%E4%B8%AD%E5%B0%86%E6%89%BF%E8%BD%BD%E6%9B%B4%E5%A4%9A%E5%8F%AF%E8%83%BD%E6%80%A7%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>。不过当前免费用户有次数限制,深度用户可能需要订阅高级版。
* Gemini 凭借Google强大的搜索和数据整合能力,擅长广泛的信息收集和系统化报告,适合商业和综合性调研需求。其免费开放策略和生态整合(如与Google助手结合)使之成为一款颇具潜力的研究助手news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E5%9C%A8%E4%BC%97%E5%A4%9A%E7%94%A8%E6%88%B7%E4%B8%AD%EF%BC%8C%E5%9B%B4%E7%BB%95%E6%AD%A4%E5%8A%9F%E8%83%BD%E7%9A%84%E8%AE%A8%E8%AE%BA%E4%B9%9F%E6%97%A5%E6%B8%90%E5%8D%87%E6%B8%A9%E3%80%82%E7%94%A8%E6%88%B7%E5%AF%B9DeepResearch%E7%9A%84%E9%AB%98%E6%95%88%E8%83%BD%E6%8F%90%E4%BE%9B%E4%BA%86%E7%A7%AF%E6%9E%81%E7%9A%84%E5%8F%8D%E9%A6%88%EF%BC%8C%E5%90%8C%E6%97%B6%E4%B9%9F%E5%AF%B9%E5%85%B6%E6%AF%8F%E6%9C%88%E7%9A%84%E4%BD%BF%E7%94%A8%E6%AC%A1%E6%95%B0%E9%99%90%E5%88%B6%E6%8F%90%E5%87%BA%E4%BA%86%E8%B4%A8%E7%96%91%E3%80%82%E5%85%B6%E4%BB%96%E7%94%A8%E6%88%B7%E5%88%99%E5%BC%80%E5%A7%8B%E6%9C%9F%E5%BE%85%E6%9C%AA%E6%9D%A5%20%E9%80%9A%E8%BF%87API%E6%8E%A5%E5%8F%A3%E8%BF%9B%E4%B8%80%E6%AD%A5%E6%8E%A5%E5%85%A5%E8%BF%99%E4%B8%80%E5%BC%BA%E5%A4%A7%E5%8A%9F%E8%83%BD%E3%80%82%E6%95%B4%E4%BD%93%E6%9D%A5%E7%9C%8B%EF%BC%8CDeepResearch%E5%B1%95%E7%8E%B0%E5%87%BA%E7%9A%84%E5%BC%BA%E5%A4%A7%E8%83%BD%E5%8A%9B%E5%92%8C%E6%BD%9C%E5%9C%A8%E7%9A%84%E5%B8%82%E5%9C%BA%E9%9C%80%E6%B1%82%EF%BC%8C%E9%A2%84%E7%A4%BA%E7%9D%80%E5%AE%83%E5%9C%A8%E6%9C%AA%E6%9D%A5%E7%9A%84%E4%BD%BF%E7%94%A8%E5%9C%BA%E6%99%AF%E4%B8%AD%E5%B0%86%E6%89%BF%E8%BD%BD%E6%9B%B4%E5%A4%9A%E5%8F%AF%E8%83%BD%E6%80%A7%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>。不过当前免费用户有次数限制,深度用户可能需要订阅高级版。
* ChatGPT 的深度研究功能建立在GPT-4卓越的理解和推理之上,能够在学术和专业领域提供最权威详尽的回答。在数据分析、复杂推理方面表现突出,但同时受限于调用次数和较长的等待时间。适合需要高准确性、深度分析的场景,付费Plus用户即可享受,每月10次额度对于一般研究已足够sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/864265437_122118476#:~:text=%E5%9C%A8%E7%9F%A5%E8%AF%86%E7%88%86%E7%82%B8%E7%9A%84%E6%97%B6%E4%BB%A3%EF%BC%8C%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E3%80%81%E5%BD%A2%E6%88%90%E5%88%86%E6%9E%90%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%EF%BC%8COpenAI%E7%9A%84%E4%B8%BE%E6%8E%AA%E6%AD%A3%E5%A5%BD%E8%BF%8E%E5%90%88%E4%BA%86%E8%BF%99%E4%B8%80%E9%9C%80%E6%B1%82%E3%80%82|publisher=sohu.com|access-date=2025-11-11}}</ref>。
* ChatGPT 的深度研究功能建立在GPT-4卓越的理解和推理之上,能够在学术和专业领域提供最权威详尽的回答。在数据分析、复杂推理方面表现突出,但同时受限于调用次数和较长的等待时间。适合需要高准确性、深度分析的场景,付费Plus用户即可享受,每月10次额度对于一般研究已足够sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/864265437_122118476#:~:text=%E5%9C%A8%E7%9F%A5%E8%AF%86%E7%88%86%E7%82%B8%E7%9A%84%E6%97%B6%E4%BB%A3%EF%BC%8C%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E3%80%81%E5%BD%A2%E6%88%90%E5%88%86%E6%9E%90%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%EF%BC%8COpenAI%E7%9A%84%E4%B8%BE%E6%8E%AA%E6%AD%A3%E5%A5%BD%E8%BF%8E%E5%90%88%E4%BA%86%E8%BF%99%E4%B8%80%E9%9C%80%E6%B1%82%E3%80%82|publisher=sohu.com|access-date=2025-11-15}}</ref>。
* Perplexity 将搜索引擎与大模型巧妙结合,免费即可满足大部分日常深度查询需求。其回答快速且引用清晰,在事实准确性测试中名列前茅tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L251%20%E4%BD%86%E5%9C%A8%E6%B8%AC%E8%A9%A6%E4%BA%8B%E5%AF%A6%E6%80%A7%E7%9A%84%E6%95%B8%E5%8D%83%E5%80%8B%E5%95%8F%E9%A1%8C%E7%B5%84%E6%88%90%E7%9A%84SimpleQA%E5%9F%BA%E6%BA%96%E6%B8%AC%E8%A9%A6%E4%B8%AD%EF%BC%8CPerplexity%20Deep,%E7%9A%84%E6%BA%96%E7%A2%BA%E5%BA%A6%EF%BC%8C%E9%81%A0%E8%B6%85%E5%85%B6%E4%BB%96%E9%A0%98%E5%85%88%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%A1%A8%E7%8F%BE%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>。对于希望即时获取多来源信息且不想付费的人来说,Perplexity是理想选择。专业用户订阅Pro后,更可无限制地高频使用,进行大批量的研究查询。
* Perplexity 将搜索引擎与大模型巧妙结合,免费即可满足大部分日常深度查询需求。其回答快速且引用清晰,在事实准确性测试中名列前茅tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=match%20at%20L251%20%E4%BD%86%E5%9C%A8%E6%B8%AC%E8%A9%A6%E4%BA%8B%E5%AF%A6%E6%80%A7%E7%9A%84%E6%95%B8%E5%8D%83%E5%80%8B%E5%95%8F%E9%A1%8C%E7%B5%84%E6%88%90%E7%9A%84SimpleQA%E5%9F%BA%E6%BA%96%E6%B8%AC%E8%A9%A6%E4%B8%AD%EF%BC%8CPerplexity%20Deep,%E7%9A%84%E6%BA%96%E7%A2%BA%E5%BA%A6%EF%BC%8C%E9%81%A0%E8%B6%85%E5%85%B6%E4%BB%96%E9%A0%98%E5%85%88%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%A1%A8%E7%8F%BE%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>。对于希望即时获取多来源信息且不想付费的人来说,Perplexity是理想选择。专业用户订阅Pro后,更可无限制地高频使用,进行大批量的研究查询。
* Grok 则定位于社交媒体时代的AI助手,侧重即时、趣味和社群内容。在跟进实时事件、获取最新网络讨论方面具有独特优势。随着Grok-2免费向所有用户开放hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=xAl%20%E5%9C%A8%E8%BF%87%E5%8E%BB%E5%87%A0%E5%91%A8%E4%B8%80%E7%9B%B4%E5%9C%A8%E6%82%84%E6%82%84%E6%B5%8B%E8%AF%95%20Grok,2%20%E9%80%9F%E5%BA%A6%E6%9B%B4%E5%BF%AB%E3%80%81%E6%9B%B4%E5%87%86%E7%A1%AE%EF%BC%8C%E7%8E%B0%E5%9C%A8%E8%BF%98%E5%8C%85%E5%90%AB%E5%9B%BE%E5%83%8F%E7%94%9F%E6%88%90%E7%AD%89%E6%96%B0%E5%8A%9F%E8%83%BD%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>,“人人都有AI研究工具”不再是梦想。但Grok目前在专业深度和知识广度上相对不足,期待未来的Grok-3提升其学术和商业应用能力。
* Grok 则定位于社交媒体时代的AI助手,侧重即时、趣味和社群内容。在跟进实时事件、获取最新网络讨论方面具有独特优势。随着Grok-2免费向所有用户开放hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=xAl%20%E5%9C%A8%E8%BF%87%E5%8E%BB%E5%87%A0%E5%91%A8%E4%B8%80%E7%9B%B4%E5%9C%A8%E6%82%84%E6%82%84%E6%B5%8B%E8%AF%95%20Grok,2%20%E9%80%9F%E5%BA%A6%E6%9B%B4%E5%BF%AB%E3%80%81%E6%9B%B4%E5%87%86%E7%A1%AE%EF%BC%8C%E7%8E%B0%E5%9C%A8%E8%BF%98%E5%8C%85%E5%90%AB%E5%9B%BE%E5%83%8F%E7%94%9F%E6%88%90%E7%AD%89%E6%96%B0%E5%8A%9F%E8%83%BD%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref>,“人人都有AI研究工具”不再是梦想。但Grok目前在专业深度和知识广度上相对不足,期待未来的Grok-3提升其学术和商业应用能力。


在选择使用哪一平台的深度研究功能时,用户应根据自身需求权衡:如果追求最顶尖的专业分析,ChatGPT无疑是首选;如看重免费且高效,Perplexity非常划算;若需要商业情报整合或偏好Google生态,Gemini值得一试;而想要紧跟热点、浏览社交见解,Grok则提供了别具一格的体验。随着AI研究代理之间的竞争加剧,它们的能力和可及性都在迅速提升——这最终将惠及所有需要深入探索信息海洋的用户hk.news.yahoo.com<ref>{{cite web|title=hk.news.yahoo.com|url=https://hk.news.yahoo.com/google-%E7%9A%84-gemini-deep-research-%E7%8F%BE%E5%9C%A8%E9%96%8B%E6%94%BE%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B6%E4%BD%BF%E7%94%A8-025947041.html#:~:text=Google%20%E5%9C%A8%E8%AB%87%E5%88%B0%E9%80%99%E6%AC%A1%E5%8D%87%E7%B4%9A%E6%99%82%E8%A1%A8%E7%A4%BA%EF%BC%9A%E3%80%8C%E9%80%99%E5%A2%9E%E5%BC%B7%E4%BA%86%20Gemini%20%E5%9C%A8%E6%89%80%E6%9C%89%E7%A0%94%E7%A9%B6%E9%9A%8E%E6%AE%B5%E7%9A%84%E8%83%BD%E5%8A%9B%EF%BC%8C%E5%8C%85%E6%8B%AC%E7%A0%94%E7%A9%B6%E8%A8%88%E7%95%AB%E3%80%81%E7%B6%B2%E9%A0%81%E6%90%9C%E5%B0%8B%E3%80%81%E5%86%8D%E5%88%B0%E6%8E%A8%E7%90%86%E3%80%81%E5%88%86%E6%9E%90%E5%92%8C%E5%A0%B1%E5%91%8A%EF%BC%8C%E6%9C%80%E7%B5%82%E5%B0%87%E5%89%B5%E5%BB%BA%E6%9B%B4%E9%AB%98%E5%93%81%E8%B3%AA%E3%80%81%E6%9B%B4%E8%A9%B3%E7%B4%B0%E4%B8%94%E6%9B%B4%E6%9C%89%E6%B4%9E%E5%AF%9F%E5%8A%9B%E7%9A%84%E5%AE%8C%E6%95%B4%E5%A0%B1%E5%91%8A%E3%80%82%E3%80%8D%E7%9B%AE%E5%89%8D%E5%8C%85%E6%8B%AC%20ChatGPT,%E5%9C%A8%E5%85%A7%EF%BC%8C%E6%9C%89%E5%A4%9A%E9%96%93%20AI%20%E6%8F%90%E4%BE%9B%E9%A1%9E%E4%BC%BC%E7%9A%84%E3%80%8C%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E3%80%8D%E5%B7%A5%E5%85%B7%EF%BC%8C%E4%BD%86%20Google%20%E4%BE%9D%E8%88%8A%E8%99%95%E6%96%BC%E9%A0%98%E5%85%88%E5%9C%B0%E4%BD%8D%E3%80%82%E5%AE%83%E4%B8%8D%E5%83%85%E6%98%AF%E6%9C%80%E6%97%A9%E6%8F%90%E4%BE%9B%E8%A9%B2%E5%B7%A5%E5%85%B7%E7%9A%84%E5%85%AC%E5%8F%B8%E4%B9%8B%E4%B8%80%EF%BC%8C%E8%80%8C%E4%B8%94%E7%8F%BE%E5%9C%A8%E4%B9%9F%E6%98%AF%E5%B0%91%E6%95%B8%E5%B0%87%E5%85%B6%E5%85%8D%E8%B2%BB%E9%96%8B%E6%94%BE%E7%9A%84%E5%85%AC%E5%8F%B8%E4%B9%8B%E4%B8%80%E3%80%82|publisher=hk.news.yahoo.com|access-date=2025-11-11}}</ref>。通过善用这些新兴工具,我们有望大幅提升调研效率,从繁琐的信息查找中解放出来,专注于更具创造性的思考和决策。hk.news.yahoo.com<ref>{{cite web|title=hk.news.yahoo.com|url=https://hk.news.yahoo.com/google-%E7%9A%84-gemini-deep-research-%E7%8F%BE%E5%9C%A8%E9%96%8B%E6%94%BE%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B6%E4%BD%BF%E7%94%A8-025947041.html#:~:text=%E8%88%87%20Google%20%E7%9A%84%E6%96%B0%20AI%20%E6%A8%A1%E5%BC%8F%E7%9B%B8%E6%AF%94%EF%BC%8C%E3%80%8C%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E3%80%8D%E7%9A%84%E5%B7%A5%E4%BD%9C%E9%80%9F%E5%BA%A6%E8%A6%81%E6%85%A2%E5%BE%97%E5%A4%9A%EF%BC%8C%E4%BD%86%E6%9C%80%E7%B5%82%E7%94%A2%E5%87%BA%E7%9A%84%E3%80%8C%E5%A0%B1%E5%91%8A%E3%80%8D%E4%B9%9F%E6%9C%83%E6%9B%B4%E5%8A%A0%E6%B7%B1%E5%85%A5%E8%80%8C%E8%A9%B3%E7%B4%B0%E3%80%82%E5%AE%83%E5%B0%87%E9%A6%96%E5%85%88%E5%89%B5%E5%BB%BA%E4%B8%80%E5%80%8B%E7%A0%94%E7%A9%B6%E8%A8%88%E7%95%AB%EF%BC%8C%E5%86%8D%E5%92%8C%E7%94%A8%E6%88%B6%E7%A2%BA%E5%AE%9A%E8%A8%88%E7%95%AB%E5%85%A7%E5%AE%B9%E5%BE%8C,Flash%20Thinking%20Experimental%E3%80%8D%E6%A8%A1%E5%9E%8B%E4%B8%8A%E9%81%8B%E8%A1%8C%20%E2%80%94%E2%80%94%20%E9%80%99%E5%80%8B%E5%90%8D%E7%A8%B1%E6%9C%89%E9%BB%9E%E9%95%B7%EF%BC%8C%E4%BD%86%E7%B0%A1%E5%96%AE%E4%BE%86%E8%AA%AA%E5%AE%83%E5%B0%B1%E6%98%AF%E5%80%8B%E6%AF%94%E8%BC%83%E7%AF%80%E7%9C%81%E9%81%8B%E7%AE%97%E8%B3%87%E6%BA%90%E7%9A%84%E6%8E%A8%E7%90%86%E6%A8%A1%E5%9E%8B%E3%80%82|publisher=hk.news.yahoo.com|access-date=2025-11-11}}</ref>news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=DeepResearch%E6%8A%80%E6%9C%AF%E7%9A%84%E6%A0%B8%E5%BF%83%E5%9C%A8%E4%BA%8E%E5%85%B6%E9%80%9A%E8%BF%87%E7%BD%91%E7%BB%9C%E6%90%9C%E7%B4%A2%E5%B9%B6%E6%95%B4%E5%90%88%E4%BF%A1%E6%81%AF%E7%9A%84%E8%83%BD%E5%8A%9B%EF%BC%8C%E4%BB%A5%E5%BE%80%E6%AD%A4%E5%8A%9F%E8%83%BD%E4%BB%85%E5%90%91%E4%BB%98%E8%B4%B9%E7%94%A8%E6%88%B7%E5%BC%80%E6%94%BE%EF%BC%8C%E8%80%8C%E7%8E%B0%E5%9C%A8%E8%BF%99%E4%B8%80%E4%BB%B7%E5%80%BC%E5%8F%AF%E8%BE%BE%E5%88%B02%E7%BE%8E%E5%85%83%E4%B8%80%E6%AC%A1%E7%9A%84%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%BB%88%E4%BA%8E%E5%85%8D%E8%B4%B9%E6%8F%90%E4%BE%9B%E7%BB%99%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B7%E3%80%82%20%E6%AD%A4%E5%A4%96%EF%BC%8CDeepResearch%E5%9F%BA%E4%BA%8E%E6%9C%80%E6%96%B0%E7%9A%84Gemini%202|publisher=news.sohu.com|access-date=2025-11-11}}</ref>
在选择使用哪一平台的深度研究功能时,用户应根据自身需求权衡:如果追求最顶尖的专业分析,ChatGPT无疑是首选;如看重免费且高效,Perplexity非常划算;若需要商业情报整合或偏好Google生态,Gemini值得一试;而想要紧跟热点、浏览社交见解,Grok则提供了别具一格的体验。随着AI研究代理之间的竞争加剧,它们的能力和可及性都在迅速提升——这最终将惠及所有需要深入探索信息海洋的用户hk.news.yahoo.com<ref>{{cite web|title=hk.news.yahoo.com|url=https://hk.news.yahoo.com/google-%E7%9A%84-gemini-deep-research-%E7%8F%BE%E5%9C%A8%E9%96%8B%E6%94%BE%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B6%E4%BD%BF%E7%94%A8-025947041.html#:~:text=Google%20%E5%9C%A8%E8%AB%87%E5%88%B0%E9%80%99%E6%AC%A1%E5%8D%87%E7%B4%9A%E6%99%82%E8%A1%A8%E7%A4%BA%EF%BC%9A%E3%80%8C%E9%80%99%E5%A2%9E%E5%BC%B7%E4%BA%86%20Gemini%20%E5%9C%A8%E6%89%80%E6%9C%89%E7%A0%94%E7%A9%B6%E9%9A%8E%E6%AE%B5%E7%9A%84%E8%83%BD%E5%8A%9B%EF%BC%8C%E5%8C%85%E6%8B%AC%E7%A0%94%E7%A9%B6%E8%A8%88%E7%95%AB%E3%80%81%E7%B6%B2%E9%A0%81%E6%90%9C%E5%B0%8B%E3%80%81%E5%86%8D%E5%88%B0%E6%8E%A8%E7%90%86%E3%80%81%E5%88%86%E6%9E%90%E5%92%8C%E5%A0%B1%E5%91%8A%EF%BC%8C%E6%9C%80%E7%B5%82%E5%B0%87%E5%89%B5%E5%BB%BA%E6%9B%B4%E9%AB%98%E5%93%81%E8%B3%AA%E3%80%81%E6%9B%B4%E8%A9%B3%E7%B4%B0%E4%B8%94%E6%9B%B4%E6%9C%89%E6%B4%9E%E5%AF%9F%E5%8A%9B%E7%9A%84%E5%AE%8C%E6%95%B4%E5%A0%B1%E5%91%8A%E3%80%82%E3%80%8D%E7%9B%AE%E5%89%8D%E5%8C%85%E6%8B%AC%20ChatGPT,%E5%9C%A8%E5%85%A7%EF%BC%8C%E6%9C%89%E5%A4%9A%E9%96%93%20AI%20%E6%8F%90%E4%BE%9B%E9%A1%9E%E4%BC%BC%E7%9A%84%E3%80%8C%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E3%80%8D%E5%B7%A5%E5%85%B7%EF%BC%8C%E4%BD%86%20Google%20%E4%BE%9D%E8%88%8A%E8%99%95%E6%96%BC%E9%A0%98%E5%85%88%E5%9C%B0%E4%BD%8D%E3%80%82%E5%AE%83%E4%B8%8D%E5%83%85%E6%98%AF%E6%9C%80%E6%97%A9%E6%8F%90%E4%BE%9B%E8%A9%B2%E5%B7%A5%E5%85%B7%E7%9A%84%E5%85%AC%E5%8F%B8%E4%B9%8B%E4%B8%80%EF%BC%8C%E8%80%8C%E4%B8%94%E7%8F%BE%E5%9C%A8%E4%B9%9F%E6%98%AF%E5%B0%91%E6%95%B8%E5%B0%87%E5%85%B6%E5%85%8D%E8%B2%BB%E9%96%8B%E6%94%BE%E7%9A%84%E5%85%AC%E5%8F%B8%E4%B9%8B%E4%B8%80%E3%80%82|publisher=hk.news.yahoo.com|access-date=2025-11-15}}</ref>。通过善用这些新兴工具,我们有望大幅提升调研效率,从繁琐的信息查找中解放出来,专注于更具创造性的思考和决策。hk.news.yahoo.com<ref>{{cite web|title=hk.news.yahoo.com|url=https://hk.news.yahoo.com/google-%E7%9A%84-gemini-deep-research-%E7%8F%BE%E5%9C%A8%E9%96%8B%E6%94%BE%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B6%E4%BD%BF%E7%94%A8-025947041.html#:~:text=%E8%88%87%20Google%20%E7%9A%84%E6%96%B0%20AI%20%E6%A8%A1%E5%BC%8F%E7%9B%B8%E6%AF%94%EF%BC%8C%E3%80%8C%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E3%80%8D%E7%9A%84%E5%B7%A5%E4%BD%9C%E9%80%9F%E5%BA%A6%E8%A6%81%E6%85%A2%E5%BE%97%E5%A4%9A%EF%BC%8C%E4%BD%86%E6%9C%80%E7%B5%82%E7%94%A2%E5%87%BA%E7%9A%84%E3%80%8C%E5%A0%B1%E5%91%8A%E3%80%8D%E4%B9%9F%E6%9C%83%E6%9B%B4%E5%8A%A0%E6%B7%B1%E5%85%A5%E8%80%8C%E8%A9%B3%E7%B4%B0%E3%80%82%E5%AE%83%E5%B0%87%E9%A6%96%E5%85%88%E5%89%B5%E5%BB%BA%E4%B8%80%E5%80%8B%E7%A0%94%E7%A9%B6%E8%A8%88%E7%95%AB%EF%BC%8C%E5%86%8D%E5%92%8C%E7%94%A8%E6%88%B6%E7%A2%BA%E5%AE%9A%E8%A8%88%E7%95%AB%E5%85%A7%E5%AE%B9%E5%BE%8C,Flash%20Thinking%20Experimental%E3%80%8D%E6%A8%A1%E5%9E%8B%E4%B8%8A%E9%81%8B%E8%A1%8C%20%E2%80%94%E2%80%94%20%E9%80%99%E5%80%8B%E5%90%8D%E7%A8%B1%E6%9C%89%E9%BB%9E%E9%95%B7%EF%BC%8C%E4%BD%86%E7%B0%A1%E5%96%AE%E4%BE%86%E8%AA%AA%E5%AE%83%E5%B0%B1%E6%98%AF%E5%80%8B%E6%AF%94%E8%BC%83%E7%AF%80%E7%9C%81%E9%81%8B%E7%AE%97%E8%B3%87%E6%BA%90%E7%9A%84%E6%8E%A8%E7%90%86%E6%A8%A1%E5%9E%8B%E3%80%82|publisher=hk.news.yahoo.com|access-date=2025-11-15}}</ref>news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=DeepResearch%E6%8A%80%E6%9C%AF%E7%9A%84%E6%A0%B8%E5%BF%83%E5%9C%A8%E4%BA%8E%E5%85%B6%E9%80%9A%E8%BF%87%E7%BD%91%E7%BB%9C%E6%90%9C%E7%B4%A2%E5%B9%B6%E6%95%B4%E5%90%88%E4%BF%A1%E6%81%AF%E7%9A%84%E8%83%BD%E5%8A%9B%EF%BC%8C%E4%BB%A5%E5%BE%80%E6%AD%A4%E5%8A%9F%E8%83%BD%E4%BB%85%E5%90%91%E4%BB%98%E8%B4%B9%E7%94%A8%E6%88%B7%E5%BC%80%E6%94%BE%EF%BC%8C%E8%80%8C%E7%8E%B0%E5%9C%A8%E8%BF%99%E4%B8%80%E4%BB%B7%E5%80%BC%E5%8F%AF%E8%BE%BE%E5%88%B02%E7%BE%8E%E5%85%83%E4%B8%80%E6%AC%A1%E7%9A%84%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%BB%88%E4%BA%8E%E5%85%8D%E8%B4%B9%E6%8F%90%E4%BE%9B%E7%BB%99%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B7%E3%80%82%20%E6%AD%A4%E5%A4%96%EF%BC%8CDeepResearch%E5%9F%BA%E4%BA%8E%E6%9C%80%E6%96%B0%E7%9A%84Gemini%202|publisher=news.sohu.com|access-date=2025-11-15}}</ref>


参考文献:
参考文献:
# OpenAI宣布向所有付费用户开放Deep Research功能,ChatGPT Plus用户每月可享10次深度研究查询sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/864265437_122118476#:~:text=%E5%9C%A8%E7%9F%A5%E8%AF%86%E7%88%86%E7%82%B8%E7%9A%84%E6%97%B6%E4%BB%A3%EF%BC%8C%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E3%80%81%E5%BD%A2%E6%88%90%E5%88%86%E6%9E%90%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%EF%BC%8COpenAI%E7%9A%84%E4%B8%BE%E6%8E%AA%E6%AD%A3%E5%A5%BD%E8%BF%8E%E5%90%88%E4%BA%86%E8%BF%99%E4%B8%80%E9%9C%80%E6%B1%82%E3%80%82|publisher=sohu.com|access-date=2025-11-11}}</ref>
# OpenAI宣布向所有付费用户开放Deep Research功能,ChatGPT Plus用户每月可享10次深度研究查询sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/864265437_122118476#:~:text=%E5%9C%A8%E7%9F%A5%E8%AF%86%E7%88%86%E7%82%B8%E7%9A%84%E6%97%B6%E4%BB%A3%EF%BC%8C%E5%A6%82%E4%BD%95%E9%AB%98%E6%95%88%E8%8E%B7%E5%8F%96%E4%BF%A1%E6%81%AF%E3%80%81%E5%BD%A2%E6%88%90%E5%88%86%E6%9E%90%E8%87%B3%E5%85%B3%E9%87%8D%E8%A6%81%EF%BC%8COpenAI%E7%9A%84%E4%B8%BE%E6%8E%AA%E6%AD%A3%E5%A5%BD%E8%BF%8E%E5%90%88%E4%BA%86%E8%BF%99%E4%B8%80%E9%9C%80%E6%B1%82%E3%80%82|publisher=sohu.com|access-date=2025-11-15}}</ref>
# Perplexity官方博客:Introducing Perplexity Deep Research – “执行数十次搜索,阅读数百份资料,最终在2-4分钟内生成全面报告。”theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=Perplexity%E2%80%99s%20new%20Deep%20Research%20tool,is%20free%20to%20use|publisher=theverge.com|access-date=2025-11-11}}</ref>
# Perplexity官方博客:Introducing Perplexity Deep Research – “执行数十次搜索,阅读数百份资料,最终在2-4分钟内生成全面报告。”theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=Perplexity%E2%80%99s%20new%20Deep%20Research%20tool,is%20free%20to%20use|publisher=theverge.com|access-date=2025-11-15}}</ref>
# Yahoo新闻:《AI公司竞相推出深度研究工具:Perplexity加入竞争,Google Gemini和OpenAI同名功能比拼》tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=AI%E5%85%AC%E5%8F%B8%E7%AB%B6%E7%9B%B8%E6%8E%A8%E5%87%BA%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E5%B7%A5%E5%85%B7%EF%BC%81Perplexity%E6%96%BC2%E6%9C%8814%E6%97%A5%E5%AE%A3%E5%B8%83%E6%8E%A8%E5%87%BA%E5%85%B6%E6%9C%80%E6%96%B0%E5%8A%9F%E8%83%BD%E3%80%8CDeep%20Research%E3%80%8D%EF%BC%8C%E5%8A%A0%E5%85%A5Google%E5%92%8COpenAI%E7%9A%84%E7%AB%B6%E7%88%AD%E8%A1%8C%E5%88%97%E3%80%82Goo%20gle%E5%9C%A8%E5%8E%BB%E5%B9%B412%E6%9C%88%E5%B0%B1%E7%82%BA%E5%85%B6Gemini%E5%B9%B3%E5%8F%B0%E6%8E%A8%E5%87%BA%E4%BA%86%E9%A1%9E%E4%BC%BC%E5%8A%9F%E8%83%BD%EF%BC%8C%E8%80%8COpenAI%E4%B9%9F%E5%9C%A8%E6%9C%AC%E6%9C%88%E5%88%9D%E6%8E%A8%E5%87%BA%E4%BA%86%E8%87%AA%E5%B7%B1%E7%9A%84%E7%A0%94%E7%A9%B6%E4%BB%A3%E7%90%86%EF%BC%8C%E9%80%99%E4%B8%89%E5%AE%B6%E5%85%AC%E5%8F%B8%E7%94%9A%E8%87%B3%E4%BD%BF%E7%94%A8%E4%BA%86%E7%9B%B8%E5%90%8C%E7%9A%84%E5%90%8D%E7%A8%B1%EF%BC%9ADeep%20Research%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Perplexity%20AI%20%E4%B9%9F%E5%BC%B7%E8%AA%BF%E6%97%97%E4%B8%8BDeep%20Research%E5%9C%A8Humanity%E2%80%99s%20Last,4o%20%283.3%25%29%EF%BC%8C%E5%83%85%E8%90%BD%E5%BE%8C%E6%96%BCOpenAI%E7%9A%84Deep%20Research%20%2826.6%25%29%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-11}}</ref>
# Yahoo新闻:《AI公司竞相推出深度研究工具:Perplexity加入竞争,Google Gemini和OpenAI同名功能比拼》tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=AI%E5%85%AC%E5%8F%B8%E7%AB%B6%E7%9B%B8%E6%8E%A8%E5%87%BA%E6%B7%B1%E5%BA%A6%E7%A0%94%E7%A9%B6%E5%B7%A5%E5%85%B7%EF%BC%81Perplexity%E6%96%BC2%E6%9C%8814%E6%97%A5%E5%AE%A3%E5%B8%83%E6%8E%A8%E5%87%BA%E5%85%B6%E6%9C%80%E6%96%B0%E5%8A%9F%E8%83%BD%E3%80%8CDeep%20Research%E3%80%8D%EF%BC%8C%E5%8A%A0%E5%85%A5Google%E5%92%8COpenAI%E7%9A%84%E7%AB%B6%E7%88%AD%E8%A1%8C%E5%88%97%E3%80%82Goo%20gle%E5%9C%A8%E5%8E%BB%E5%B9%B412%E6%9C%88%E5%B0%B1%E7%82%BA%E5%85%B6Gemini%E5%B9%B3%E5%8F%B0%E6%8E%A8%E5%87%BA%E4%BA%86%E9%A1%9E%E4%BC%BC%E5%8A%9F%E8%83%BD%EF%BC%8C%E8%80%8COpenAI%E4%B9%9F%E5%9C%A8%E6%9C%AC%E6%9C%88%E5%88%9D%E6%8E%A8%E5%87%BA%E4%BA%86%E8%87%AA%E5%B7%B1%E7%9A%84%E7%A0%94%E7%A9%B6%E4%BB%A3%E7%90%86%EF%BC%8C%E9%80%99%E4%B8%89%E5%AE%B6%E5%85%AC%E5%8F%B8%E7%94%9A%E8%87%B3%E4%BD%BF%E7%94%A8%E4%BA%86%E7%9B%B8%E5%90%8C%E7%9A%84%E5%90%8D%E7%A8%B1%EF%BC%9ADeep%20Research%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>tw.news.yahoo.com<ref>{{cite web|title=tw.news.yahoo.com|url=https://tw.news.yahoo.com/perplexity%E7%99%BC%E5%B8%83deep-research-%E5%A4%A9%E5%8F%AF%E5%85%8D%E8%B2%BB%E6%9F%A55%E6%AC%A1-%E8%B7%9Fopenai-google-041226919.html#:~:text=Perplexity%20AI%20%E4%B9%9F%E5%BC%B7%E8%AA%BF%E6%97%97%E4%B8%8BDeep%20Research%E5%9C%A8Humanity%E2%80%99s%20Last,4o%20%283.3%25%29%EF%BC%8C%E5%83%85%E8%90%BD%E5%BE%8C%E6%96%BCOpenAI%E7%9A%84Deep%20Research%20%2826.6%25%29%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>
# xAI官方博客:新版Grok-2模型主要功能介绍(网页搜索与引用、X平台集成等)hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%EF%BC%9A%E7%9B%AE%E5%89%8D%20Grok%20%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AA%20X%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94%E5%87%86%E7%A1%AE%E7%9A%84%E7%AD%94%E6%A1%88%E3%80%82%E6%AD%A4%E5%A4%96%EF%BC%8CGrok,%E8%BF%98%E6%B7%BB%E5%8A%A0%E4%BA%86%E2%80%9C%E5%BC%95%E7%94%A8%E2%80%9D%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%94%A8%E6%88%B7%E5%8F%AF%E4%BB%A5%E8%BD%BB%E6%9D%BE%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E6%9D%A5%E6%BA%90%EF%BC%8C%E4%BA%86%E8%A7%A3%E6%9B%B4%E5%A4%9A%E4%BF%A1%E6%81%AF%E6%88%96%E9%AA%8C%E8%AF%81%20Grok%20%E6%8F%90%E4%BE%9B%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok|publisher=hixx.ai|access-date=2025-11-11}}</ref>
# xAI官方博客:新版Grok-2模型主要功能介绍(网页搜索与引用、X平台集成等)hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%E7%BD%91%E9%A1%B5%E6%90%9C%E7%B4%A2%E5%92%8C%E5%BC%95%E7%94%A8%EF%BC%9A%E7%9B%AE%E5%89%8D%20Grok%20%E5%88%A9%E7%94%A8%E6%9D%A5%E8%87%AA%20X%20%E7%9A%84%E5%B8%96%E5%AD%90%E5%92%8C%E6%9D%A5%E8%87%AA%E6%9B%B4%E5%B9%BF%E6%B3%9B%E4%BA%92%E8%81%94%E7%BD%91%E7%9A%84%E7%BD%91%E9%A1%B5%EF%BC%8C%E5%8F%AF%E4%B8%BA%E7%94%A8%E6%88%B7%E7%9A%84%E6%9F%A5%E8%AF%A2%E6%8F%90%E4%BE%9B%E5%8F%8A%E6%97%B6%E4%B8%94%E5%87%86%E7%A1%AE%E7%9A%84%E7%AD%94%E6%A1%88%E3%80%82%E6%AD%A4%E5%A4%96%EF%BC%8CGrok,%E8%BF%98%E6%B7%BB%E5%8A%A0%E4%BA%86%E2%80%9C%E5%BC%95%E7%94%A8%E2%80%9D%E5%8A%9F%E8%83%BD%EF%BC%8C%E7%94%A8%E6%88%B7%E5%8F%AF%E4%BB%A5%E8%BD%BB%E6%9D%BE%E6%B7%B1%E5%85%A5%E4%BA%86%E8%A7%A3%E6%9D%A5%E6%BA%90%EF%BC%8C%E4%BA%86%E8%A7%A3%E6%9B%B4%E5%A4%9A%E4%BF%A1%E6%81%AF%E6%88%96%E9%AA%8C%E8%AF%81%20Grok%20%E6%8F%90%E4%BE%9B%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82|publisher=hixx.ai|access-date=2025-11-15}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok|publisher=hixx.ai|access-date=2025-11-15}}</ref>
# Google Gemini简介:Deep Research 你的专属研究助理(自动浏览上百网站,生成多页报告)gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E5%80%9F%E5%8A%A9%20Gemini%20%E4%B8%AD%E7%9A%84%20Deep%20Research%EF%BC%8C%E5%BF%AB%E9%80%9F%E4%BA%86%E8%A7%A3%E5%90%84%E7%A7%8D%E9%A2%86%E5%9F%9F%E7%9A%84%E5%86%85%E5%AE%B9%E3%80%82%E8%BF%99%E4%B8%80%E6%99%BA%E8%83%BD%E4%BD%93%E5%8A%9F%E8%83%BD%E5%8F%AF%E6%9B%BF%E4%BD%A0%E8%87%AA%E5%8A%A8%E6%B5%8F%E8%A7%88%E5%A4%9A%E8%BE%BE%E6%95%B0%E7%99%BE%E4%B8%AA%E7%BD%91%E7%AB%99%E3%80%81%E5%88%86%E6%9E%90%E6%90%9C%E5%AF%BB%E5%88%B0%E7%9A%84%E7%BB%93%E6%9E%9C%E5%B9%B6%E7%94%9F%E6%88%90%E5%86%85%E5%AE%B9%E4%B8%B0%E5%AF%8C%E7%9A%84%E5%A4%9A%E9%A1%B5%E6%8A%A5,%E5%91%8A%EF%BC%8C%E8%BF%98%E8%83%BD%E5%B0%86%E8%BF%99%E4%BA%9B%E6%8A%A5%E5%91%8A%E8%BD%AC%E6%8D%A2%E4%B8%BA%E7%94%9F%E5%8A%A8%E6%9C%89%E8%B6%A3%E7%9A%84%E6%92%AD%E5%AE%A2%E5%BC%8F%E5%AF%B9%E8%AF%9D%E3%80%82|publisher=gemini.google|access-date=2025-11-11}}</ref>gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E6%8A%A5%E5%91%8A|publisher=gemini.google|access-date=2025-11-11}}</ref>
# Google Gemini简介:Deep Research 你的专属研究助理(自动浏览上百网站,生成多页报告)gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E5%80%9F%E5%8A%A9%20Gemini%20%E4%B8%AD%E7%9A%84%20Deep%20Research%EF%BC%8C%E5%BF%AB%E9%80%9F%E4%BA%86%E8%A7%A3%E5%90%84%E7%A7%8D%E9%A2%86%E5%9F%9F%E7%9A%84%E5%86%85%E5%AE%B9%E3%80%82%E8%BF%99%E4%B8%80%E6%99%BA%E8%83%BD%E4%BD%93%E5%8A%9F%E8%83%BD%E5%8F%AF%E6%9B%BF%E4%BD%A0%E8%87%AA%E5%8A%A8%E6%B5%8F%E8%A7%88%E5%A4%9A%E8%BE%BE%E6%95%B0%E7%99%BE%E4%B8%AA%E7%BD%91%E7%AB%99%E3%80%81%E5%88%86%E6%9E%90%E6%90%9C%E5%AF%BB%E5%88%B0%E7%9A%84%E7%BB%93%E6%9E%9C%E5%B9%B6%E7%94%9F%E6%88%90%E5%86%85%E5%AE%B9%E4%B8%B0%E5%AF%8C%E7%9A%84%E5%A4%9A%E9%A1%B5%E6%8A%A5,%E5%91%8A%EF%BC%8C%E8%BF%98%E8%83%BD%E5%B0%86%E8%BF%99%E4%BA%9B%E6%8A%A5%E5%91%8A%E8%BD%AC%E6%8D%A2%E4%B8%BA%E7%94%9F%E5%8A%A8%E6%9C%89%E8%B6%A3%E7%9A%84%E6%92%AD%E5%AE%A2%E5%BC%8F%E5%AF%B9%E8%AF%9D%E3%80%82|publisher=gemini.google|access-date=2025-11-15}}</ref>gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E6%8A%A5%E5%91%8A|publisher=gemini.google|access-date=2025-11-15}}</ref>
# Sohu科技:《Gemini深度研究免费解锁,谷歌AI重大更新解析》(提及Deep Research调用价值2美元/次、百万Token上下文、用户反馈等)news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E8%B6%8A%E5%A4%9A%E7%9A%84%E7%94%A8%E6%88%B7%E8%83%BD%E5%A4%9F%E6%84%9F%E5%8F%97%E5%88%B0%E6%99%BA%E8%83%BD%E6%8A%80%E6%9C%AF%E5%B8%A6%E6%9D%A5%E7%9A%84%E5%8F%98%E9%9D%A9%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E5%9C%A8%E4%BC%97%E5%A4%9A%E7%94%A8%E6%88%B7%E4%B8%AD%EF%BC%8C%E5%9B%B4%E7%BB%95%E6%AD%A4%E5%8A%9F%E8%83%BD%E7%9A%84%E8%AE%A8%E8%AE%BA%E4%B9%9F%E6%97%A5%E6%B8%90%E5%8D%87%E6%B8%A9%E3%80%82%E7%94%A8%E6%88%B7%E5%AF%B9DeepResearch%E7%9A%84%E9%AB%98%E6%95%88%E8%83%BD%E6%8F%90%E4%BE%9B%E4%BA%86%E7%A7%AF%E6%9E%81%E7%9A%84%E5%8F%8D%E9%A6%88%EF%BC%8C%E5%90%8C%E6%97%B6%E4%B9%9F%E5%AF%B9%E5%85%B6%E6%AF%8F%E6%9C%88%E7%9A%84%E4%BD%BF%E7%94%A8%E6%AC%A1%E6%95%B0%E9%99%90%E5%88%B6%E6%8F%90%E5%87%BA%E4%BA%86%E8%B4%A8%E7%96%91%E3%80%82%E5%85%B6%E4%BB%96%E7%94%A8%E6%88%B7%E5%88%99%E5%BC%80%E5%A7%8B%E6%9C%9F%E5%BE%85%E6%9C%AA%E6%9D%A5%20%E9%80%9A%E8%BF%87API%E6%8E%A5%E5%8F%A3%E8%BF%9B%E4%B8%80%E6%AD%A5%E6%8E%A5%E5%85%A5%E8%BF%99%E4%B8%80%E5%BC%BA%E5%A4%A7%E5%8A%9F%E8%83%BD%E3%80%82%E6%95%B4%E4%BD%93%E6%9D%A5%E7%9C%8B%EF%BC%8CDeepResearch%E5%B1%95%E7%8E%B0%E5%87%BA%E7%9A%84%E5%BC%BA%E5%A4%A7%E8%83%BD%E5%8A%9B%E5%92%8C%E6%BD%9C%E5%9C%A8%E7%9A%84%E5%B8%82%E5%9C%BA%E9%9C%80%E6%B1%82%EF%BC%8C%E9%A2%84%E7%A4%BA%E7%9D%80%E5%AE%83%E5%9C%A8%E6%9C%AA%E6%9D%A5%E7%9A%84%E4%BD%BF%E7%94%A8%E5%9C%BA%E6%99%AF%E4%B8%AD%E5%B0%86%E6%89%BF%E8%BD%BD%E6%9B%B4%E5%A4%9A%E5%8F%AF%E8%83%BD%E6%80%A7%E3%80%82|publisher=news.sohu.com|access-date=2025-11-11}}</ref>
# Sohu科技:《Gemini深度研究免费解锁,谷歌AI重大更新解析》(提及Deep Research调用价值2美元/次、百万Token上下文、用户反馈等)news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E8%B6%8A%E5%A4%9A%E7%9A%84%E7%94%A8%E6%88%B7%E8%83%BD%E5%A4%9F%E6%84%9F%E5%8F%97%E5%88%B0%E6%99%BA%E8%83%BD%E6%8A%80%E6%9C%AF%E5%B8%A6%E6%9D%A5%E7%9A%84%E5%8F%98%E9%9D%A9%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>news.sohu.com<ref>{{cite web|title=news.sohu.com|url=https://news.sohu.com/a/870897622_121924584#:~:text=%E5%9C%A8%E4%BC%97%E5%A4%9A%E7%94%A8%E6%88%B7%E4%B8%AD%EF%BC%8C%E5%9B%B4%E7%BB%95%E6%AD%A4%E5%8A%9F%E8%83%BD%E7%9A%84%E8%AE%A8%E8%AE%BA%E4%B9%9F%E6%97%A5%E6%B8%90%E5%8D%87%E6%B8%A9%E3%80%82%E7%94%A8%E6%88%B7%E5%AF%B9DeepResearch%E7%9A%84%E9%AB%98%E6%95%88%E8%83%BD%E6%8F%90%E4%BE%9B%E4%BA%86%E7%A7%AF%E6%9E%81%E7%9A%84%E5%8F%8D%E9%A6%88%EF%BC%8C%E5%90%8C%E6%97%B6%E4%B9%9F%E5%AF%B9%E5%85%B6%E6%AF%8F%E6%9C%88%E7%9A%84%E4%BD%BF%E7%94%A8%E6%AC%A1%E6%95%B0%E9%99%90%E5%88%B6%E6%8F%90%E5%87%BA%E4%BA%86%E8%B4%A8%E7%96%91%E3%80%82%E5%85%B6%E4%BB%96%E7%94%A8%E6%88%B7%E5%88%99%E5%BC%80%E5%A7%8B%E6%9C%9F%E5%BE%85%E6%9C%AA%E6%9D%A5%20%E9%80%9A%E8%BF%87API%E6%8E%A5%E5%8F%A3%E8%BF%9B%E4%B8%80%E6%AD%A5%E6%8E%A5%E5%85%A5%E8%BF%99%E4%B8%80%E5%BC%BA%E5%A4%A7%E5%8A%9F%E8%83%BD%E3%80%82%E6%95%B4%E4%BD%93%E6%9D%A5%E7%9C%8B%EF%BC%8CDeepResearch%E5%B1%95%E7%8E%B0%E5%87%BA%E7%9A%84%E5%BC%BA%E5%A4%A7%E8%83%BD%E5%8A%9B%E5%92%8C%E6%BD%9C%E5%9C%A8%E7%9A%84%E5%B8%82%E5%9C%BA%E9%9C%80%E6%B1%82%EF%BC%8C%E9%A2%84%E7%A4%BA%E7%9D%80%E5%AE%83%E5%9C%A8%E6%9C%AA%E6%9D%A5%E7%9A%84%E4%BD%BF%E7%94%A8%E5%9C%BA%E6%99%AF%E4%B8%AD%E5%B0%86%E6%89%BF%E8%BD%BD%E6%9B%B4%E5%A4%9A%E5%8F%AF%E8%83%BD%E6%80%A7%E3%80%82|publisher=news.sohu.com|access-date=2025-11-15}}</ref>
# GeekPark极客公园:《Google One AI Premium 发布,Gemini Advanced订阅19.99美元/月,比ChatGPT Plus低0.01美元》geekpark.net<ref>{{cite web|title=geekpark.net|url=https://www.geekpark.net/news/331340#:~:text=2%20%E6%9C%88%EF%BC%8C%E9%80%9A%E8%BF%87%E6%9B%B4%E5%90%8D%E7%9A%84%20Gemini%20Advanced%EF%BC%8CUltra%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%AD%A3%E5%BC%8F%E5%AF%B9%E5%85%AC%E4%BC%97%E5%BC%80%E6%94%BE%EF%BC%8C%E4%B8%8D%E8%BF%87%EF%BC%8C%E6%94%B6%E8%B4%B9%E6%96%B9%E6%A1%88%E4%B9%9F%E9%9A%8F%E4%B9%8B%E8%80%8C%E6%9D%A5%E3%80%82|publisher=geekpark.net|access-date=2025-11-11}}</ref>
# GeekPark极客公园:《Google One AI Premium 发布,Gemini Advanced订阅19.99美元/月,比ChatGPT Plus低0.01美元》geekpark.net<ref>{{cite web|title=geekpark.net|url=https://www.geekpark.net/news/331340#:~:text=2%20%E6%9C%88%EF%BC%8C%E9%80%9A%E8%BF%87%E6%9B%B4%E5%90%8D%E7%9A%84%20Gemini%20Advanced%EF%BC%8CUltra%20%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%AD%A3%E5%BC%8F%E5%AF%B9%E5%85%AC%E4%BC%97%E5%BC%80%E6%94%BE%EF%BC%8C%E4%B8%8D%E8%BF%87%EF%BC%8C%E6%94%B6%E8%B4%B9%E6%96%B9%E6%A1%88%E4%B9%9F%E9%9A%8F%E4%B9%8B%E8%80%8C%E6%9D%A5%E3%80%82|publisher=geekpark.net|access-date=2025-11-15}}</ref>
# 站长之家:《Perplexity免费推出Deep Research:非订阅用户每天5次,Pro用户500次》chinaz.com<ref>{{cite web|title=chinaz.com|url=https://www.chinaz.com/2025/0216/1669193.shtml#:~:text=AI%E6%90%9C%E7%B4%A2%E2%80%9C%E8%80%81%E5%A4%A7%E5%93%A5%E2%80%9DPerplexity%EF%BC%8C%E5%88%9A%E5%88%9A%E4%B9%9F%E6%8E%A8%E5%87%BA%E4%BA%86%E8%87%AA%E5%AE%B6%E7%9A%84Deep%20Research%E2%80%94%E2%80%94%E9%9A%8F%E4%BE%BF%E7%BB%99%E4%B8%AA%E8%AF%9D%E9%A2%98%EF%BC%8C%E5%B0%B1%E8%83%BD%E7%94%9F%E6%88%90%E6%9C%89%E6%B7%B1%E5%BA%A6%E7%9A%84%E7%A0%94%E7%A9%B6%E6%8A%A5%E5%91%8A%E3%80%82%E5%85%88%E6%9D%A5%E5%88%92%E4%B8%AA%E9%87%8D%E7%82%B9%3A%E5%85%8D%E8%B4%B9%E5%90%91%E6%89%80%E6%9C%89%E4%BA%BA%E5%BC%80%E6%94%BE%21%20%E5%85%B7%E4%BD%93%E6%9D%A5%E8%AF%B4%EF%BC%8C%E9%9D%9E%E8%AE%A2%E9%98%85%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E6%9C%80%E5%A4%9A%E5%8F%AF%E6%9F%A5%E8%AF%A25%E6%AC%A1%EF%BC%8CPro%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E5%8F%AF%E6%9F%A5%E8%AF%A2500%E6%AC%A1%E3%80%82%E7%84%B6%E5%90%8E%E5%95%8A%EF%BC%8C%E6%95%88%E6%9E%9C%E6%98%AF%E9%85%B1%E7%B4%AB%E7%9A%84%E3%80%82%E4%BE%8B%E5%A6%82%E7%BB%99%E5%87%BA%E4%B8%80%E4%B8%AA%E9%97%AE%E9%A2%98%3AWhat%20should%20I,know%20before|publisher=chinaz.com|access-date=2025-11-11}}</ref>
# 站长之家:《Perplexity免费推出Deep Research:非订阅用户每天5次,Pro用户500次》chinaz.com<ref>{{cite web|title=chinaz.com|url=https://www.chinaz.com/2025/0216/1669193.shtml#:~:text=AI%E6%90%9C%E7%B4%A2%E2%80%9C%E8%80%81%E5%A4%A7%E5%93%A5%E2%80%9DPerplexity%EF%BC%8C%E5%88%9A%E5%88%9A%E4%B9%9F%E6%8E%A8%E5%87%BA%E4%BA%86%E8%87%AA%E5%AE%B6%E7%9A%84Deep%20Research%E2%80%94%E2%80%94%E9%9A%8F%E4%BE%BF%E7%BB%99%E4%B8%AA%E8%AF%9D%E9%A2%98%EF%BC%8C%E5%B0%B1%E8%83%BD%E7%94%9F%E6%88%90%E6%9C%89%E6%B7%B1%E5%BA%A6%E7%9A%84%E7%A0%94%E7%A9%B6%E6%8A%A5%E5%91%8A%E3%80%82%E5%85%88%E6%9D%A5%E5%88%92%E4%B8%AA%E9%87%8D%E7%82%B9%3A%E5%85%8D%E8%B4%B9%E5%90%91%E6%89%80%E6%9C%89%E4%BA%BA%E5%BC%80%E6%94%BE%21%20%E5%85%B7%E4%BD%93%E6%9D%A5%E8%AF%B4%EF%BC%8C%E9%9D%9E%E8%AE%A2%E9%98%85%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E6%9C%80%E5%A4%9A%E5%8F%AF%E6%9F%A5%E8%AF%A25%E6%AC%A1%EF%BC%8CPro%E7%94%A8%E6%88%B7%E6%AF%8F%E5%A4%A9%E5%8F%AF%E6%9F%A5%E8%AF%A2500%E6%AC%A1%E3%80%82%E7%84%B6%E5%90%8E%E5%95%8A%EF%BC%8C%E6%95%88%E6%9E%9C%E6%98%AF%E9%85%B1%E7%B4%AB%E7%9A%84%E3%80%82%E4%BE%8B%E5%A6%82%E7%BB%99%E5%87%BA%E4%B8%80%E4%B8%AA%E9%97%AE%E9%A2%98%3AWhat%20should%20I,know%20before|publisher=chinaz.com|access-date=2025-11-15}}</ref>
# ITBear科技资讯:《马斯克xAI公司宣布Grok-2模型免费开放,Premium用户享更高权限》(免费版Grok-2每天10次查询等详情)sohu.com<ref>{{cite web|title=sohu.com|url=https://www.sohu.com/a/837115498_362225#:~:text=xAI%E5%85%AC%E5%8F%B8%E5%9C%A8%E6%9F%90%E4%BA%9B%E5%9C%B0%E5%8C%BA%EF%BC%88%E5%A6%82%E6%96%B0%E8%A5%BF%E5%85%B0%EF%BC%89%E5%B7%B2%E7%BB%8F%E5%AF%B9%E5%85%8D%E8%B4%B9%E7%89%88Grok%E8%BF%9B%E8%A1%8C%E4%BA%86%E6%B5%8B%E8%AF%95%E3%80%82%E7%84%B6%E8%80%8C%EF%BC%8C%E5%9C%A8%E6%B5%8B%E8%AF%95%E9%98%B6%E6%AE%B5%EF%BC%8C%E5%85%8D%E8%B4%B9%E7%89%88Grok%E7%9A%84%E4%BD%BF%E7%94%A8%E5%AD%98%E5%9C%A8%E4%B8%80%E5%AE%9A%E7%9A%84%E9%99%90%E5%88%B6%E3%80%82%E5%85%B7%E4%BD%93%E8%80%8C%E8%A8%80%EF%BC%8CGrok|publisher=sohu.com|access-date=2025-11-11}}</ref>hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=Grok%20%E5%8F%AF%E4%BE%9B%E6%89%80%E6%9C%89%E7%94%A8%E6%88%B7%E5%85%8D%E8%B4%B9%E4%BD%BF%E7%94%A8%EF%BC%8C%E4%BD%86%E5%85%8D%E8%B4%B9%E7%89%88%E6%9C%89%E4%B8%80%E4%BA%9B%E9%99%90%E5%88%B6%EF%BC%9AGrok,%E6%A8%A1%E5%9E%8B%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%2020%20%E6%AC%A1%EF%BC%8C%E5%9B%BE%E5%83%8F%E5%88%86%E6%9E%90%E6%AF%8F%E5%A4%A9%E9%99%90%E6%9F%A5%E8%AF%A2%203%20%E6%AC%A1%E3%80%82|publisher=hixx.ai|access-date=2025-11-11}}</ref>
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== References ==
== References ==