Editing Openai/67f4c52f-e4a4-8013-ade0-211e0a4a3b52 (section)

==== 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。
* 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 Deep Research 使用了OpenAI强大的推理模型，在得到用户问题后，会花费数分钟（甚至5-30分钟）逐步检索和分析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>。由于时间充裕，ChatGPT往往能够采集大量高质量资料后再作答，引用内容深入而详实。这一模式被视为企业级应用，适合高难度课题的深度验证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>。在输出中，ChatGPT通常会提供多条参考文献链接或出处说明，覆盖问题各方面细节。 Perplexity Deep Research 以效率著称。它在后台执行几十次搜索，阅读上百篇文章，在约2-4分钟内产出报告perplexity.ai<ref>{{cite web|title=perplexity.ai|url=https://www.perplexity.ai/hub/blog/introducing-perplexity-deep-research#:~:text=Perplexity%20performs%20dozens%20of%20searches%2C,autonomously%20deliver%20a%20comprehensive%20report|publisher=perplexity.ai|access-date=2025-11-15}}</ref>theverge.com<ref>{{cite web|title=theverge.com|url=https://www.theverge.com/news/613561/perplexitys-deep-research-tool-is-free-to-use#:~:text=The%20AI%20search%20engine%E2%80%99s%20new,number%20of%20answers%E2%80%9D%20each%20day|publisher=theverge.com|access-date=2025-11-15}}</ref>。尽管速度较快，Perplexity仍确保了引用质量——回答中会列举关键来源链接，而非凭空生成结论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>。实际测试显示，Perplexity生成的报告在准确度上非常突出：在一个数千问题的事实性测试(SimpleQA)中，其答案准确率达93.9%，远超其他领先模型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>。这反映出Perplexity引用来源的可靠和严谨。 Gemini Deep Research 则走“广度+深度”路线。它宣称可自动浏览数百上千网站并提炼信息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>。在生成报告前，Gemini还会把研究思路展示给用户，包括计划、检索路径等gemini.google<ref>{{cite web|title=gemini.google|url=https://gemini.google/overview/deep-research/?hl=zh-CN#:~:text=%E6%8E%A8%E7%90%86|publisher=gemini.google|access-date=2025-11-15}}</ref>。最终报告涵盖的内容丰富、洞察独到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>。虽然Google尚未披露报告中引用呈现的细节，但其搜索范围之广意味着引用资料非常全面。Google官方强调，升级后的Gemini 2.0模型提升了各阶段能力，使报告更高质量、更详细且更有洞察力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>。可以预期，Gemini会在报告中附上主要信息来源或参考文献，以满足专业用户“可查证”的需求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>。 Grok 相比之下因模型规模所限，调研深度略逊。它会利用社交帖和网络内容作答，引用数量适中，通常引入几条相关X帖子或网页链接来佐证回答。其优势在于及时性：能引用最新的社交讨论或者新闻来源，快速响应时下的问题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>。不过在需要大量文献支撑的严肃研究上，Grok目前提供的引用广度不及其它平台（在综合基准测试中Grok-2的表现明显落后于更大型模型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=%E5%9C%A8%E6%B8%AC%E8%A9%A6%E4%B8%AD%E7%8D%B2%E5%BE%97%E4%BA%8621.1%25%E7%9A%84%E5%88%86%E6%95%B8%EF%BC%8C%E8%BC%95%E9%AC%86%E6%93%8A%E6%95%97%E4%BA%86%E5%A4%A7%E5%A4%9A%E6%95%B8%E5%85%B6%E4%BB%96%E6%A8%A1%E5%9E%8B%EF%BC%8C%E4%BE%8B%E5%A6%82Gemini%20Thinking%20%286.2%25%29%E3%80%81Grok,%E3%80%82|publisher=tw.news.yahoo.com|access-date=2025-11-15}}</ref>）。
* 外部链接支持：在报告输出中，四个平台均支持外部链接的引用，方便用户点击以获取原始资料。Perplexity和ChatGPT的深度研究回答通常直接以超链接形式附在答案段落后或列表中，呈现类似论文参考文献的效果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提供的引用会标注来源（X平台帖子或网页），用户可进一步浏览上下文hixx.ai<ref>{{cite web|title=hixx.ai|url=https://www.hixx.ai/zh/blog/innovations-and-research/grok-2-free-to-use#:~:text=%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>。Gemini的报告可以在Web界面查看，其引用资料预计也以链接或标注形式体现（例如可能在报告末尾列出参考来源）。值得一提的是，Perplexity允许一键将报告导出为PDFtw.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>，这样引用和内容都被保存，方便线下阅读和分享。总的来说，各平台都非常注重引导用户访问原始来源，以增加结论的透明度和可信度。
* 数据分析与可视化能力：在应对涉及数据的深度研究任务时（例如分析一份财务报表或研究统计图表），各平台能力差异较大。 ChatGPT（付费版）由于整合了代码执行环境，具备强大的数据处理能力。用户可以让ChatGPT读取CSV/Excel数据、执行分析代码并产出图表或图形解释。这超出了普通深度研究的范畴，使ChatGPT成为简易的数据科学助手。例如，在深度研究对话中附带一份数据表，ChatGPT能够计算统计指标并绘制趋势图，从而将纯文字的研究报告升级为'''“文字+图表”并茂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''' 的深度研究目前主要针对开放网页信息进行分析。虽然其官方提到新模型支持处理高达百万Token的上下文news.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>（暗示可以容纳大型文档或数据量），但Gemini暂未公开提供类似代码工具来生成可视化结果。它更侧重于给出文字分析和见解。如果需要图表，Gemini可能会通过文字描述已有图表的信息，或引用外部报告中的图表链接。 '''Perplexity''' 深度研究不具备代码执行能力，因此不会主动生成新的图表'''。但如果用户查询涉及数据比较的问题，Perplexity可能会在答案中引用他人制作的图表（以链接或截图形式）或用纯文字描述数据差异。其强项是罗列数据要点和结论，而非创作图形。 Grok 主要面向问答和社交内容，对于结构化数据分析需求也比较有限。Grok-2加入了一些图像生成/识别功能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>（例如根据提示生成图片），但这更多是趣味性的，并未体现为严肃的数据可视化工具。在深度研究场景下，Grok通常不会提供图表，除非所引用的来源中本身含有相关图片信息。

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。