Google's source-grounded research notebook (formerly NotebookLM) with audio overviews
Free plan · paid from $4.99/month
AI research assistants find papers, read sources and write cited answers or full reports. Some search hundreds of millions of academic papers, some work only from documents you upload, and some research the open web. We checked the leading ones and ranked them with the same published rubric.
Google's source-grounded research notebook (formerly NotebookLM) with audio overviews
Free plan · paid from $4.99/month
AI answer engine with Research mode reports and an Academic source filter
Free plan · paid from $20/month
AI search engine for peer-reviewed research with a Consensus Meter and Deep Search
Free plan · paid from $10/month

Best forStudents and researchers who already have their sources and want to understand, question and summarise them
Google's source-grounded research notebook (formerly NotebookLM) with audio overviews
Free plan · paid from $4.99/month

Best forFast cited overviews of a topic across the web and academic sources
AI answer engine with Research mode reports and an Academic source filter
Free plan · paid from $20/month

Best forStudents, clinicians and anyone checking what the research says about a specific question
AI search engine for peer-reviewed research with a Consensus Meter and Deep Search
Free plan · paid from $10/month

Best forProfessionals who want a thorough written briefing on a complex topic
ChatGPT's research agent that browses for minutes and writes long cited reports
From $20/month

Best forResearchers running systematic reviews or extracting data across many studies
AI research agent for scientific papers, built for systematic reviews and extraction
Free plan · paid from $49/month

Best forScientists doing thorough literature searches, especially across disciplines
AI co-researcher that reads hundreds of papers to find the studies others miss
Free plan · paid from $16/month

Best forAnyone who wants a free, reliable academic search engine
Free AI-powered academic search engine from the non-profit Ai2
Free

Best forMapping a research field and finding papers connected to ones you already trust
Visual literature discovery that maps citation networks from your seed papers
Group planningFree plan · paid from $10/month

Best forStudents who want reading help, literature review and writing tools in one subscription
All-in-one AI platform for literature reviews, chatting with PDFs and academic writing
Browser extensionFree plan · paid from $12/month

Best forResearchers who need to check whether the evidence behind a claim holds up
Research assistant whose Smart Citations show if findings were supported or contradicted
Browser extensionFree trial · from $20/month
| # | App | Free plan | Paid from | iOS | Android | Web | Research quality | Ease of use | Features | Value for money | Platforms | Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Yes | $4.99/month | ✓ | ✓ | ✓ | 9 | 9 | 7 | 9.5 | 9.5 | 8.8 | |
| 2 | Yes | $20/month | ✓ | ✓ | ✓ | 8 | 9.5 | 7.5 | 8 | 9.5 | 8.4 | |
| 3 | Yes | $10/month | — | ✓ | ✓ | 8 | 9 | 8 | 8.5 | 7.5 | 8.3 | |
| 4 | No | $20/month | ✓ | ✓ | ✓ | 8.5 | 9 | 6.5 | 7 | 9.5 | 8.0 | |
| 5 | Yes | $49/month | — | — | ✓ | 8.5 | 7.5 | 9 | 6.5 | 6 | 7.8 | |
| 6 | Yes | $16/month | — | — | ✓ | 8 | 8 | 7 | 8.5 | 6 | 7.7 | |
| 7 | Yes | Free | — | — | ✓ | 7 | 8 | 5.5 | 10 | 6.5 | 7.5 | |
| 8 | Yes | $10/month | — | — | ✓ | 7 | 7.5 | 6 | 9 | 6 | 7.2 | |
| 9 | Yes | $12/month | ✓ | — | ✓ | 7 | 7.5 | 7.5 | 7 | 7 | 7.2 | |
| 10 | Trial | $20/month | — | — | ✓ | 7.5 | 7.5 | 7 | 6.5 | 6.5 | 7.1 |
For developers
People compare AI research tools on this page before they choose. Paste your website after checkout and we'll research, score and publish your listing.
Every tool was checked on 7 October 2026 against its own website, pricing and app-store listings, plus independent 2025–2026 reviews. Each gets five scores out of 10, weighted into an overall score.
Ties are broken by the research quality score. To be listed, a tool has to use AI to find, read or synthesise sources and give answers or reports that cite them. The list is open: developers can submit an app, and we review it with the same rubric.
Features are scored half by our editors and half by this published checklist, ticked only where the app's own pages or app-store listing confirm it:
Rankings are editorial. Companies can't pay to change a score or a position, and any paid placement is labelled Featured.
Reviewed by Tech Arcade editors · Updated Oct 7, 2026
In our October 2026 comparison, Gemini Notebook (formerly NotebookLM) scored highest: it answers only from the sources you add, cites them inline and is free to start. Perplexity and ChatGPT deep research came next for researching the open web, and Consensus led the tools built for academic papers.
Google renamed NotebookLM to Gemini Notebook on 16 July 2026. It is the same product and team, existing notebooks were kept, and the rename added code execution for data analysis and syncing with notebooks in the Gemini app.
Semantic Scholar is completely free and indexes over 200 million papers. Consensus, Elicit, Undermind and ResearchRabbit all have useful free plans, while Scite offers only a 7-day trial.
Yes, general web tools can cite sources that don't say what the answer claims, so check every reference. Gemini Notebook only answers from your own sources, academic tools such as Consensus and Elicit cite real papers, and Scite shows whether later studies support or contradict a finding.
No. Rankings come from the published rubric and can't be bought. Developers can pay for a Featured spot above the ranking; it's always marked Sponsored and never changes scores or positions.