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Best AI for research in 2026: deep research tools, paper search and notebooks compared

A black banner titled "Which AI tool to use" over the line "Images, video, voice, music, research and agents".

For a free research report from the open web, start with Gemini Deep Research, which signed-in adults can use with daily limits. Perplexity's Research mode is quicker, with one free run a month. For your own documents, Gemini Notebook answers from the sources you add, with citations, and from any connected app you leave on. For scientific papers, Elicit searches more than 138 million of them for free.

In this lesson

  • Match the tool to where the answer lives: the open web, your own files or published papers.
  • Try two free tools on one real question before you pay for either.
  • Read this month's research limit on the plan page, never in a launch post.
  • Connect work email and drives only when the question is about your work.
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On this page
  1. Seven research tools compared: free plans, prices and limits
  2. Which tool for which question
  3. Run a free deep research report in Gemini in three steps
  4. What heavier research costs a month
  5. What Perplexity promised free users in 2025, and what its plan page lists now
  6. Common mistakes
  7. Learn the tool you picked
  8. Check yourself
  9. Frequently asked questions
  10. Sources

Seven research tools compared: free plans, prices and limits

Every big AI assistant now has a deep research mode. It plans its own searches, reads many pages and hands back a report with links to its sources. Two tools in the table are not assistants: Gemini Notebook answers from documents you upload, and Elicit searches scientific papers.

Two of them charge first. Claude and Microsoft need a paid plan before a single report. Gemini, Perplexity, ChatGPT and Elicit let you try first, so a month on free plans costs you nothing but the limits. The figures are as listed on 6 November 2026, from each vendor's own plan and help pages.

Read on each vendor's own plan, pricing and help pages on 6 November 2026. Prices are in US dollars before tax, as each page wrote them.
ToolMade forFree planEntry paid plan, as listedLimits that biteReads your own filesAPI
ChatGPT deep researchLong reports from the web, inside ChatGPTLimited deep researchGo $8/month (limited deep research). Plus $20/month (expanded)The plan page says Limited, Expanded or Maximum, with no countsApps for deep research: limited on Free and Go, included on Plus and ProThe old deep research model shut down on 23 July 2026. The docs now point to longer web research
Gemini Deep ResearchReports from Google Search, with a plan you can edit firstYes, for signed-in users 18 and over, with daily limitsGoogle AI Plus $4.99/month. AI Pro $19.99/month, with higher limits and the Pro modelDaily limits with no counts published. A report usually takes 5 to 10 minutesUploaded files, Gemini Notebook notebooks, and Gmail and Drive once Workspace is connectedYes, a Deep Research agent in the Gemini API, in preview
Claude ResearchResearch across the web and connected work appsNo, paid plans onlyPro $20/month billed monthly, $17/month billed yearlyUses your plan limits faster than a chat. Started on mobile, it skips your connectorsConnectors such as Google Workspace, used without asking each timeNot stated on its page
Perplexity ResearchQuick cited reports from the web3 Pro Searches a day and 1 Research a monthPro $20/month or $200/yearMost runs finish in under 3 minutes. Pro limits are monthly, for average useFile uploads, basic on the free planYes, the Agent API runs multi-step research
Gemini Notebook (formerly NotebookLM)Answers from sources you add, with citationsYes, standard limits and up to 50 sources a notebookGoogle AI Plus $4.99/month (twice the limits). AI Pro $19.99/month (four times)Limits refresh every 5 hours until a weekly cap. A source holds up to 500,000 wordsWhat you add (PDFs, Docs, web links, YouTube videos, audio), plus connected apps you turn on, on the webNot stated on its page
Microsoft ResearcherResearch across the web and your Microsoft 365 workNoMicrosoft 365 Premium $19.99/month or $199.99/year. At work, the Microsoft 365 Copilot add-on at $30/user/month, paid yearlySlower than standard Copilot by design. Claude models need an administrator to allow themFiles, emails, meetings and chats you can already openNot stated on its page
ElicitFinding and summarizing scientific papersUnlimited search across more than 138 million papers. Limited Research ReportsIndustry: Pro $49 per user/month billed yearly ($588), or $75 billed monthly. Academic: Plus $11 per user/month billed yearly ($132), or $19 billed monthlyFree reports are limited. Pro reports draw on up to 135 data sourcesPro extracts data from papers you uploadYes, an API and MCP server since July 2026

Which tool for which question

Start from where the answer lives. The open web, your own documents and published research each have a tool built for them, and the wrong one spends a month of limits on pages you did not need.

Wording the question and checking the sources work the same way in all of them. The research with AI lesson shows the five steps and the four-move check in Claude, Gemini and Microsoft Copilot.

If you needStart withBecause its page says
A free report to startGemini Deep ResearchSigned-in adults can run it at no cost, with daily limits
An answer in a few minutesPerplexity ResearchIt completes most research tasks in under 3 minutes
To steer the search before it runsGemini Deep ResearchYou can edit its research plan, then select Start research
Answers from your own documentsGemini NotebookIt answers from the sources you add, up to 50 a notebook on the free plan
Scientific papers with exact citationsElicitIt backs every claim with sentence-level citations from the papers
Your work email, files and meetingsMicrosoft Researcher or Claude ResearchResearcher reads what you can already open at work. Claude Research uses connectors such as Google Workspace
Work chats kept out of model trainingClaude on a Team planNo model training on your content by default
Research inside your own appGemini API, Perplexity Agent API or Elicit APIEach one runs research through an API

Run a free deep research report in Gemini in three steps

Gemini is the free place to start. Deep Research needs only a Google account and an age of 18 or over. The menu names are the ones on Google's help page.

  1. Open Deep Research. Go to gemini.google.com and sign in. Click Add Files in the text box, then choose Deep Research.
  2. Pick the sources and ask. Click Sources to choose what it reads. Google Search is on by default, and Gmail and Drive appear once Google Workspace is connected. Type the question, what the answer is for and the dates you care about, then click Submit.
  3. Check the plan, then run it. Gemini shows its research plan first. Click Edit plan to change a step, then Start research. A report usually takes 5 to 10 minutes. Click Open when it is ready, and keep it with Share & export, then Export to Docs.

What heavier research costs a month

Once a free limit gets in the way, the plans that raise it cost close to the same. Five of the six bars sit within a cent of each other, so price will not separate ChatGPT, Gemini, Claude, Perplexity and Microsoft. What each one can read will.

Elicit costs more, and its Pro plan can be billed monthly or yearly, with lower prices for academics. That buys a paper index, a systematic review workflow that screens 5,000 papers and reports from up to 135 data sources, not a general assistant. A student with one literature review a term may get further on the free Basic plan.

Monthly price of the plan each vendor sells for heavier researchAs each plan page listed it on 6 November 2026, in US dollars before tax. Claude Pro is the monthly price.
  • ChatGPT Plus$20
  • Google AI Pro$19.99
  • Claude Pro$20
  • Perplexity Pro$20
  • Microsoft 365 Premium$19.99
  • Elicit Pro (industry)$49, billed yearly ($39 for academics)

Sources: OpenAI: ChatGPT and Codex pricing (read November 6, 2026), Google: Google AI plans (read November 6, 2026), Anthropic: Claude plans and pricing (read November 6, 2026), Perplexity: Perplexity Pro (read November 6, 2026), Microsoft: Compare all Microsoft 365 plans (read November 6, 2026), Elicit: Pricing (read November 6, 2026)

What Perplexity promised free users in 2025, and what its plan page lists now

Free research limits move, and a launch post is the worst place to read them. Perplexity announced Deep Research on X on 14 February 2025, open to everyone for free, with up to 5 queries a day without a subscription and 500 a day on Pro.

Its plan page now lists 1 Research a month on the free plan, and Pro's limit is monthly, for average use, with no number. Five a day was about 150 a month. Now it is one. The mode itself is now called Research, picked from the mode selector in the search box.

Before you build a weekly habit on a free plan, open the plan page and find this month's number. If you would rather watch a report being made before you try one, Google's own demo on YouTube runs Deep Research in the Gemini app.

up to 5 queries per day for non-subscribers and 500 queries per day for Pro users

Perplexity, the AI answer engine company, on its own account · X (read November 5, 2026)
Perplexity (@perplexity_ai) on X, 14 February 2025: Introducing Deep Research on Perplexity. Deep Research lets you generate in-depth research reports on any topic. Available to everyone for free, up to 5 queries per day for non-subscribers and 500 queries per day for Pro users.
Perplexity on X, 14 February 2025
Gemini Deep Research Demo: using AI to learn new topics in depth, a video from Google on its own YouTube channel.

A screenshot of X's own embed of the post, taken on 5 November 2026, with the time in UTC. Select it to open the post on X.

Common mistakes

  • Running a web report on a question your own files answer. Gemini Notebook cites the sources you add. Turn off connected apps in that notebook so it does not reach into other apps.
  • Asking a general assistant for a literature review. A web report draws on whatever pages it finds, while Elicit quotes the sentence in the paper.
  • Leaving work connectors on for an open-web question. Claude Research uses them without asking each time.
  • Starting Claude Research on your phone when the answer sits in your Google Drive. On mobile it searches only the web and gives no warning.
  • Paying for two assistants that do the same job. Their research plans cost about the same, so keep the one that reads the sources you need.

Learn the tool you picked

This course helps you choose, and the deeper lessons teach each tool. The Gemini Notebook tutorial covers sources, cited answers and Audio Overviews. To give a research tool data from your other apps, connect MCP servers shows how an AI app links to them.

Check yourself

  1. You want answers drawn only from three PDFs your team wrote. Which tool fits?

    Show answer

    B. Gemini Notebook Gemini Notebook answers from the sources you add, with citations to them, so it fits when the answer lives in those PDFs.

  2. Which tool in this lesson needs a paid plan before you can run a single report?

    Show answer

    C. Claude Research Claude's help page lists Research for paid plans only, while Gemini and Perplexity have free limits.

  3. Perplexity launched Deep Research with 5 free queries a day. Where do you check today's free limit?

    Show answer

    D. Perplexity's own plan page The plan page now lists 1 Research a month on the free plan, far from the launch number.

  4. You need scientific studies with the exact sentence behind each claim. Which tool fits?

    Show answer

    A. Elicit Elicit backs each claim with sentence-level citations from the papers it searches.

Frequently asked questions

Which free AI research tool should I try first?

The one whose free allowance matches how often you research. Gemini's Deep Research allowance renews every day, Perplexity gives one Research run a month, and Elicit lets you search papers as often as you like before paying.

How much does an AI research tool cost?

The general assistants charge almost the same for their research plans, and Claude's Pro costs less if you pay for a year up front. Elicit's Pro is the exception: it costs more, it can be billed monthly or yearly, and academics pay less than industry users. Prices move, so read the plan page on the day you buy.

Can I use AI research tools at work with company files?

Yes, on a plan your company manages. Microsoft says Researcher follows the permissions and compliance policies already in place, and Claude's Team plan does not train models on your content by default. Ask IT before you connect a work drive to a personal account.

Is Perplexity better than ChatGPT for research?

For speed, Perplexity says its Research mode finishes most tasks in under 3 minutes. ChatGPT's deep research sits inside the assistant you may already pay for, with apps on Plus. No vendor publishes a shared test, so run one question in both and compare the sources.

Which AI is best for academic research?

For finding and reading papers, a tool built on a paper index. Elicit backs claims with sentence-level citations, and it can find up to 1,000 relevant papers for one question.

Sources

  1. OpenAI: ChatGPT and Codex pricing (read November 6, 2026)https://learn.chatgpt.com/docs/pricing
  2. OpenAI: ChatGPT plans and pricing (read November 6, 2026)https://chatgpt.com/pricing
  3. OpenAI: o3-deep-research model (read November 6, 2026)https://developers.openai.com/api/docs/models/o3-deep-research
  4. Google: Use Deep Research in Gemini Apps (read November 6, 2026)https://support.google.com/gemini/answer/15719111?hl=en
  5. Google: Google AI plans (read November 6, 2026)https://gemini.google/us/subscriptions/?hl=en
  6. Google: Deep Research agent in the Gemini API (read November 6, 2026)https://aistudio.google.com/docs/deep-research
  7. Google: Add sources in Gemini Notebook (read November 6, 2026)https://support.google.com/gemininotebook/answer/16215270?hl=en
  8. Google: Gemini Notebook usage limits (read November 6, 2026)https://support.google.com/gemininotebook/answer/17670842?hl=en
  9. Google: Use and manage connected apps in Gemini Notebook (read November 6, 2026)https://support.google.com/gemininotebook/answer/18784282?hl=en
  10. Anthropic: Using Research on Claude (read November 6, 2026)https://support.claude.com/en/articles/11088861-using-research-on-claude
  11. Anthropic: Claude plans and pricing (read November 6, 2026)https://claude.com/pricing
  12. Perplexity: What is Research mode? (read November 6, 2026)https://www.perplexity.ai/help-center/en/articles/10738684-what-is-research-mode
  13. Perplexity: Which subscription plan is right for you? (read November 6, 2026)https://www.perplexity.ai/help-center/en/articles/11187416-which-perplexity-subscription-plan-is-right-for-you
  14. Perplexity: Perplexity Pro (read November 6, 2026)https://www.perplexity.ai/hub
  15. Perplexity: Migrate from Sonar to the Agent API (read November 6, 2026)https://docs.perplexity.ai/docs/agent-api/migrate-from-sonar/how-to
  16. Microsoft: Get started with Researcher in Microsoft 365 Copilot (read November 6, 2026)https://support.microsoft.com/en-us/topic/get-started-with-researcher-in-microsoft-365-copilot-e63ab760-f3de-4c47-ae87-dad601b0e9c4
  17. Microsoft: Compare all Microsoft 365 plans (read November 6, 2026)https://www.microsoft.com/en-us/microsoft-365/buy/compare-all-microsoft-365-products
  18. Microsoft: Copilot Studio pricing (read November 6, 2026)https://www.microsoft.com/en-us/microsoft-365-copilot/pricing/copilot-studio
  19. Elicit: Pricing (read November 6, 2026)https://elicit.com/pricing
  20. Elicit: AI for scientific research (read November 6, 2026)https://elicit.com/
  21. Perplexity (@perplexity_ai) on X: Deep Research launch (read November 5, 2026)https://x.com/perplexity_ai/status/1890452005472055673
  22. Google on YouTube: Gemini Deep Research Demo (read November 5, 2026)https://www.youtube.com/watch?v=buwMJxvW7wI

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